AudioBench-Leaderboard-Extend / organize_model_results.json
binwang's picture
Upload organize_model_results.json with huggingface_hub
3c5eee4 verified
{
"cn_college_listen_mcq_test": {
"llama3_70b_judge": {
"gpt-4o-audio": 90.88507265521797,
"Qwen-Audio-Chat": 63.232056362835756,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 88.50726552179657,
"Qwen2-Audio-7B-Instruct": 74.7247908410392,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 91.85380889476001,
"gemini-1.5-flash": 89.25583443416997,
"phi_4_multimodal_instruct": 73.18361955085865,
"WavLLM_fairseq": 66.31439894319684,
"SALMONN_7B": 50.99075297225891,
"cascade_whisper_large_v3_llama_3_8b_instruct": 85.2928225451343
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 88.77146631439894,
"Qwen2-Audio-7B-Instruct": 79.0
}
},
"mmau_mini": {
"string_match": {
"gpt-4o-audio": 0.0,
"Qwen-Audio-Chat": 38.5,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 60.5,
"Qwen2-Audio-7B-Instruct": 44.4,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 46.7,
"gemini-1.5-flash": 31.4,
"phi_4_multimodal_instruct": 54.50000000000001,
"seallms_audio_7b": 51.5,
"SALMONN_7B": 40.5,
"cascade_whisper_large_v3_llama_3_8b_instruct": 51.0
},
"llama3_70b_judge": {
"Qwen-Audio-Chat": 53.6,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 64.60000000000001,
"Qwen2-Audio-7B-Instruct": 58.9,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 52.7,
"gemini-1.5-flash": 58.199999999999996,
"phi_4_multimodal_instruct": 59.4,
"seallms_audio_7b": 60.199999999999996,
"SALMONN_7B": 48.4,
"cascade_whisper_large_v3_llama_3_8b_instruct": 55.60000000000001
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 63.9,
"Qwen2-Audio-7B-Instruct": 53.0
}
},
"mmau_mini_music": {
"string_match": {
"gpt-4o-audio": 0.0,
"Qwen-Audio-Chat": 0.4311377245508982,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.6077844311377245,
"Qwen2-Audio-7B-Instruct": 0.45808383233532934,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.39520958083832336,
"gemini-1.5-flash": 0.2904191616766467,
"phi_4_multimodal_instruct": 0.6377245508982036,
"seallms_audio_7b": 0.6047904191616766,
"SALMONN_7B": 0.4820359281437126,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.5
},
"llama3_70b_judge": {
"Qwen-Audio-Chat": 0.5958083832335329,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.6437125748502994,
"Qwen2-Audio-7B-Instruct": 0.6017964071856288,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.44011976047904194,
"gemini-1.5-flash": 0.5868263473053892,
"phi_4_multimodal_instruct": 0.688622754491018,
"seallms_audio_7b": 0.6646706586826348,
"SALMONN_7B": 0.5598802395209581,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.5359281437125748
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.6347305389221557,
"Qwen2-Audio-7B-Instruct": 0.5473684210526316
}
},
"mmau_mini_sound": {
"string_match": {
"gpt-4o-audio": 0.0,
"Qwen-Audio-Chat": 0.43543543543543545,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.6606606606606606,
"Qwen2-Audio-7B-Instruct": 0.4744744744744745,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.45045045045045046,
"gemini-1.5-flash": 0.3483483483483483,
"phi_4_multimodal_instruct": 0.5975975975975976,
"seallms_audio_7b": 0.5165165165165165,
"SALMONN_7B": 0.4594594594594595,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.46546546546546547
},
"llama3_70b_judge": {
"Qwen-Audio-Chat": 0.5945945945945946,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.7027027027027027,
"Qwen2-Audio-7B-Instruct": 0.6306306306306306,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.5345345345345346,
"gemini-1.5-flash": 0.5885885885885885,
"phi_4_multimodal_instruct": 0.6456456456456456,
"seallms_audio_7b": 0.6486486486486487,
"SALMONN_7B": 0.5105105105105106,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.5105105105105106
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.6996996996996997,
"Qwen2-Audio-7B-Instruct": 0.5980392156862745
}
},
"mmau_mini_speech": {
"string_match": {
"gpt-4o-audio": 0.0,
"Qwen-Audio-Chat": 0.2882882882882883,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.5465465465465466,
"Qwen2-Audio-7B-Instruct": 0.3993993993993994,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.5555555555555556,
"gemini-1.5-flash": 0.3033033033033033,
"phi_4_multimodal_instruct": 0.3993993993993994,
"seallms_audio_7b": 0.42342342342342343,
"SALMONN_7B": 0.2732732732732733,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.5645645645645646
},
"llama3_70b_judge": {
"Qwen-Audio-Chat": 0.4174174174174174,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.5915915915915916,
"Qwen2-Audio-7B-Instruct": 0.5345345345345346,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.6066066066066066,
"gemini-1.5-flash": 0.5705705705705706,
"phi_4_multimodal_instruct": 0.44744744744744747,
"seallms_audio_7b": 0.4924924924924925,
"SALMONN_7B": 0.3813813813813814,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.6216216216216216
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.5825825825825826,
"Qwen2-Audio-7B-Instruct": 0.44660194174757284
}
},
"slue_p2_sqa5_test": {
"llama3_70b_judge": {
"gpt-4o-audio": 89.41176470588235,
"Qwen-Audio-Chat": 79.36274509803921,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 86.76470588235293,
"Qwen2-Audio-7B-Instruct": 80.04901960784315,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 88.57843137254902,
"phi_4_multimodal_instruct": 88.33333333333334,
"seallms_audio_7b": 83.52941176470588,
"WavLLM_fairseq": 83.92156862745098,
"SALMONN_7B": 83.48039215686273,
"cascade_whisper_large_v3_llama_3_8b_instruct": 82.99019607843137
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 88.23529411764707,
"Qwen2-Audio-7B-Instruct": 84.86666666666666,
"cascade_whisper_large_v3_llama_3_8b_instruct": 87.79411764705883
}
},
"voxceleb_accent_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 48.05088223225277,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 47.01682396389003,
"Qwen2-Audio-7B-Instruct": 29.187525646286417,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 24.640951990151827,
"phi_4_multimodal_instruct": 26.815757078375054,
"seallms_audio_7b": 8.658186294624539,
"WavLLM_fairseq": 39.96717275338531,
"SALMONN_7B": 34.222404595814524,
"cascade_whisper_large_v3_llama_3_8b_instruct": 39.32704144439885
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 14.813295034878948,
"Qwen2-Audio-7B-Instruct": 22.666666666666664,
"cascade_whisper_large_v3_llama_3_8b_instruct": 39.462453836684446
}
},
"imda_part4_30s_asr_test": {
"wer": {
"Qwen-Audio-Chat": 1.1764312018747907,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.0,
"Qwen2-Audio-7B-Instruct": 0.5685405990059489,
"whisper_large_v3": 0.8294532718704128,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.4757667842702995,
"phi_4_multimodal_instruct": 1.3868687388941825,
"seallms_audio_7b": 1.8960881769720068,
"WavLLM_fairseq": 1.2058793232211378,
"SALMONN_7B": 0.7757204295537071,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.4715562308464886
}
},
"wavcaps_test": {
"meteor": {
"Qwen-Audio-Chat": 0.2355106805560457,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.3175511907248581,
"Qwen2-Audio-7B-Instruct": 0.21342294856199182,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.120421856260385,
"phi_4_multimodal_instruct": 0.24508284335582894,
"seallms_audio_7b": 0.1444387454989207,
"WavLLM_fairseq": 0.06399522524688675,
"SALMONN_7B": 0.17175112770658157,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.1388630786594543
},
"llama3_70b_judge": {
"Qwen-Audio-Chat": 32.9364161849711,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 33.97687861271676,
"Qwen2-Audio-7B-Instruct": 33.78034682080925,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 6.3468208092485545,
"phi_4_multimodal_instruct": 21.884393063583815,
"WavLLM_fairseq": 6.901734104046243,
"SALMONN_7B": 23.76878612716763,
"cascade_whisper_large_v3_llama_3_8b_instruct": 3.445086705202312
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 31.641618497109825,
"Qwen2-Audio-7B-Instruct": 34.86666666666667,
"cascade_whisper_large_v3_llama_3_8b_instruct": 4.61271676300578
}
},
"covost2_zh_en_test": {
"bleu": {
"Qwen-Audio-Chat": 9.898238298955656,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 18.76473995941838,
"Qwen2-Audio-7B-Instruct": 16.466557744958333,
"whisper_large_v3": 14.673689493155793,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 15.209998552437538,
"phi_4_multimodal_instruct": 22.678131781242936,
"seallms_audio_7b": 18.79451062979056,
"WavLLM_fairseq": 2.368659001743569,
"SALMONN_7B": 5.296039450108202,
"cascade_whisper_large_v3_llama_3_8b_instruct": 14.154700735606419
}
},
"imda_part6_30s_sqa_human_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 51.4,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 67.2,
"Qwen2-Audio-7B-Instruct": 53.6,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 71.6,
"phi_4_multimodal_instruct": 66.2,
"seallms_audio_7b": 58.2,
"WavLLM_fairseq": 62.199999999999996,
"SALMONN_7B": 46.8,
"cascade_whisper_large_v3_llama_3_8b_instruct": 64.0
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 71.6,
"Qwen2-Audio-7B-Instruct": 56.0,
"cascade_whisper_large_v3_llama_3_8b_instruct": 67.0
}
},
"ukusnews_short_test": {
"wer": {
"Qwen-Audio-Chat": 0.10399586086125925,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.10144869855926132,
"Qwen2-Audio-7B-Instruct": 0.1194380323171217,
"whisper_large_v3": 0.06168908700151238,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.06877338215394412,
"WavLLM_fairseq": 0.2066783411605508,
"SALMONN_7B": 0.09042426172092653,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.0700867627159118
}
},
"imda_part6_30s_ds_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 43.84,
"Qwen2-Audio-7B-Instruct": 48.38,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 65.6,
"SALMONN_7B": 27.12,
"cascade_whisper_large_v3_llama_3_8b_instruct": 59.2
},
"gpt4o_judge": {
"cascade_whisper_large_v3_llama_3_8b_instruct": 67.58
}
},
"muchomusic_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 59.0564448188711,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 57.7927548441449,
"Qwen2-Audio-7B-Instruct": 71.60909856781802,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 51.727042965459134,
"phi_4_multimodal_instruct": 54.422914911541696,
"seallms_audio_7b": 63.184498736310026,
"WavLLM_fairseq": 44.3133951137321,
"SALMONN_7B": 50.88458298230834,
"cascade_whisper_large_v3_llama_3_8b_instruct": 56.44481887110362
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 57.87700084245998,
"Qwen2-Audio-7B-Instruct": 64.66666666666666
}
},
"imda_30s_sqa_human_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 42.199999999999996,
"Qwen2-Audio-7B-Instruct": 47.1,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 62.95,
"SALMONN_7B": 42.300000000000004,
"cascade_whisper_large_v3_llama_3_8b_instruct": 55.7
},
"gpt4o_judge": {
"cascade_whisper_large_v3_llama_3_8b_instruct": 61.550000000000004
}
},
"imda_part2_asr_test": {
"wer": {
"Qwen-Audio-Chat": 0.45479263046830615,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.048088629169710254,
"Qwen2-Audio-7B-Instruct": 0.1905689473257041,
"whisper_large_v3": 0.3171008846684522,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.32988393799204613,
"phi_4_multimodal_instruct": 0.3470091713334957,
"seallms_audio_7b": 0.290236182128074,
"WavLLM_fairseq": 0.4463923382842302,
"SALMONN_7B": 0.42346400454508565,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.31912994075156237
}
},
"earnings21_test": {
"wer": {
"Qwen-Audio-Chat": 0.2655529121410546,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.13488732754499672,
"Qwen2-Audio-7B-Instruct": 0.18872219319407232,
"whisper_large_v3": 0.11863959266711877,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.11416493424197618,
"phi_4_multimodal_instruct": 0.15921168191570967,
"seallms_audio_7b": 0.5115646296316884,
"WavLLM_fairseq": 0.6447482518259942,
"SALMONN_7B": 0.2577708974886327,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.11773910240019567
}
},
"parliament_test": {
"wer": {
"Qwen-Audio-Chat": 0.26279685873781816,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.058922319992430694,
"Qwen2-Audio-7B-Instruct": 0.23270886555019396,
"whisper_large_v3": 0.0753619074652285,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.06282524363705176,
"WavLLM_fairseq": 0.5216434856656259,
"SALMONN_7B": 0.3010928186204939,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.07517267480367111
}
},
"librispeech_test_other": {
"wer": {
"Qwen-Audio-Chat": 0.043467569561352074,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.041576030415949455,
"Qwen2-Audio-7B-Instruct": 0.060415760304159495,
"whisper_large_v3": 0.03660128246354058,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.05307658841999735,
"phi_4_multimodal_instruct": 0.03879546787220762,
"seallms_audio_7b": 0.09453912648722265,
"WavLLM_fairseq": 0.04798834811886432,
"SALMONN_7B": 0.09671439650443565,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.03714982881570734
}
},
"librispeech_test_clean": {
"wer": {
"Qwen-Audio-Chat": 0.020258799562379748,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.022918474365262006,
"Qwen2-Audio-7B-Instruct": 0.035141660693401744,
"whisper_large_v3": 0.01878749009695552,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.032349945297468596,
"phi_4_multimodal_instruct": 0.0167502923755989,
"seallms_audio_7b": 0.0509676689176444,
"WavLLM_fairseq": 0.02103218017882069,
"SALMONN_7B": 0.10270871845172973,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.018334779492209605
}
},
"imda_part6_30s_asr_test": {
"wer": {
"Qwen-Audio-Chat": 0.31394240863063033,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.11292172031202054,
"Qwen2-Audio-7B-Instruct": 0.2245352799625317,
"whisper_large_v3": 0.1698509342851144,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.1789273082575623,
"phi_4_multimodal_instruct": 0.14552883606001388,
"seallms_audio_7b": 0.6259629515980555,
"WavLLM_fairseq": 0.42541061709652933,
"SALMONN_7B": 0.24872817713464365,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.17467982364056267
}
},
"openhermes_audio_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 10.600000000000001,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 65.6,
"Qwen2-Audio-7B-Instruct": 44.800000000000004,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 72.2,
"phi_4_multimodal_instruct": 30.8,
"seallms_audio_7b": 63.8,
"WavLLM_fairseq": 19.2,
"SALMONN_7B": 15.8,
"cascade_whisper_large_v3_llama_3_8b_instruct": 63.0
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 74.2,
"Qwen2-Audio-7B-Instruct": 57.199999999999996,
"cascade_whisper_large_v3_llama_3_8b_instruct": 75.0
}
},
"iemocap_emotion_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 29.382470119521916,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 48.505976095617534,
"Qwen2-Audio-7B-Instruct": 53.98406374501992,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 44.322709163346616,
"phi_4_multimodal_instruct": 41.03585657370518,
"WavLLM_fairseq": 59.76095617529881,
"SALMONN_7B": 23.804780876494025,
"cascade_whisper_large_v3_llama_3_8b_instruct": 46.713147410358566
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 37.45019920318725,
"Qwen2-Audio-7B-Instruct": 35.333333333333336
}
},
"public_sg_speech_qa_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 63.16860465116279,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 59.7093023255814,
"Qwen2-Audio-7B-Instruct": 58.31395348837209,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 73.11046511627907,
"phi_4_multimodal_instruct": 68.40116279069767,
"seallms_audio_7b": 57.587209302325576,
"WavLLM_fairseq": 58.54651162790698,
"SALMONN_7B": 59.24418604651163,
"cascade_whisper_large_v3_llama_3_8b_instruct": 64.94186046511628
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 64.18604651162791,
"Qwen2-Audio-7B-Instruct": 62.733333333333334,
"cascade_whisper_large_v3_llama_3_8b_instruct": 73.02325581395348
}
},
"mediacorp_test": {
"wer": {
"Qwen-Audio-Chat": 0.4498529892192094,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.170859196341065,
"Qwen2-Audio-7B-Instruct": 0.18694870957203527,
"whisper_large_v3": 0.12054884024828487,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.12455080039202875,
"WavLLM_fairseq": 0.3595230316889905,
"SALMONN_7B": 0.32089186540346293,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.13598497223129696
}
},
"common_voice_15_en_test": {
"wer": {
"Qwen-Audio-Chat": 0.11272421128398918,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.07811646454714301,
"Qwen2-Audio-7B-Instruct": 0.11438872500819404,
"whisper_large_v3": 0.10001863741235596,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.10600831614192711,
"phi_4_multimodal_instruct": 0.08262800367606891,
"seallms_audio_7b": 0.14429855849255468,
"WavLLM_fairseq": 0.14533325621300636,
"SALMONN_7B": 0.3062255383962828,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.09876543209876543
}
},
"spoken_squad_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 64.8327415436367,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 73.66473556344609,
"Qwen2-Audio-7B-Instruct": 64.86264249672958,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 88.61894972902262,
"phi_4_multimodal_instruct": 77.58549803774996,
"seallms_audio_7b": 67.73313399364605,
"WavLLM_fairseq": 77.64903756307233,
"SALMONN_7B": 66.39506634273968,
"cascade_whisper_large_v3_llama_3_8b_instruct": 83.81984675761541
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 74.99159035694262,
"Qwen2-Audio-7B-Instruct": 65.6,
"cascade_whisper_large_v3_llama_3_8b_instruct": 90.12521024107643
}
},
"seame_dev_sge": {
"wer": {
"Qwen-Audio-Chat": 1.05567969634822,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.35550521901496834,
"Qwen2-Audio-7B-Instruct": 0.5486546879304539,
"whisper_large_v3": 0.5377268970583734,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.5840399155162387,
"gemini-1.5-flash": 1.1100431601824359,
"phi_4_multimodal_instruct": 0.8529492791331231,
"seallms_audio_7b": 1.7106737273868193,
"WavLLM_fairseq": 1.2204842511249197,
"SALMONN_7B": 1.0189782362484312,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.507882090054792
}
},
"meld_sentiment_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 44.90421455938697,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 46.206896551724135,
"Qwen2-Audio-7B-Instruct": 53.9463601532567,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 56.59003831417625,
"phi_4_multimodal_instruct": 51.609195402298845,
"seallms_audio_7b": 52.1455938697318,
"WavLLM_fairseq": 51.072796934865906,
"SALMONN_7B": 41.7624521072797,
"cascade_whisper_large_v3_llama_3_8b_instruct": 45.593869731800766
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 47.356321839080465,
"Qwen2-Audio-7B-Instruct": 57.666666666666664
}
},
"imda_part4_30s_sqa_human_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 37.8,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 53.2,
"Qwen2-Audio-7B-Instruct": 39.6,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 66.0,
"phi_4_multimodal_instruct": 43.8,
"seallms_audio_7b": 45.0,
"WavLLM_fairseq": 46.6,
"SALMONN_7B": 36.6,
"cascade_whisper_large_v3_llama_3_8b_instruct": 53.8
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 60.0,
"Qwen2-Audio-7B-Instruct": 43.4,
"cascade_whisper_large_v3_llama_3_8b_instruct": 61.4
}
},
"voxceleb_gender_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 70.5990972507181,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 99.75379565038982,
"Qwen2-Audio-7B-Instruct": 99.1177677472302,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 34.94050061551087,
"phi_4_multimodal_instruct": 94.54247025030776,
"WavLLM_fairseq": 69.61427985227739,
"SALMONN_7B": 88.79770209273697,
"cascade_whisper_large_v3_llama_3_8b_instruct": 42.921624948707425
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 99.46655724251129,
"Qwen2-Audio-7B-Instruct": 99.66666666666667
}
},
"imda_gr_dialogue": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 37.2,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 93.76666666666667,
"Qwen2-Audio-7B-Instruct": 61.56666666666667,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 19.6,
"phi_4_multimodal_instruct": 36.833333333333336,
"seallms_audio_7b": 30.5,
"WavLLM_fairseq": 46.766666666666666,
"SALMONN_7B": 42.733333333333334,
"cascade_whisper_large_v3_llama_3_8b_instruct": 25.433333333333337
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 93.86666666666666,
"Qwen2-Audio-7B-Instruct": 61.0
}
},
"imda_30s_ds_human_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 30.65,
"Qwen2-Audio-7B-Instruct": 37.599999999999994,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 50.15,
"SALMONN_7B": 16.15,
"cascade_whisper_large_v3_llama_3_8b_instruct": 43.849999999999994
},
"gpt4o_judge": {
"cascade_whisper_large_v3_llama_3_8b_instruct": 54.65
}
},
"imda_part5_30s_asr_test": {
"wer": {
"Qwen-Audio-Chat": 0.3016882870525747,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.17694182194919086,
"Qwen2-Audio-7B-Instruct": 0.27856006770658537,
"whisper_large_v3": 0.2143555471246589,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.22881615619208825,
"phi_4_multimodal_instruct": 0.22801359968481416,
"seallms_audio_7b": 0.5812260145043848,
"WavLLM_fairseq": 0.39796588405247263,
"SALMONN_7B": 0.34868891450584405,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.22004640235805695
}
},
"imda_part4_30s_sqa_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 41.92,
"Qwen2-Audio-7B-Instruct": 50.279999999999994,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 66.34,
"cascade_whisper_large_v3_llama_3_8b_instruct": 61.980000000000004
},
"gpt4o_judge": {
"cascade_whisper_large_v3_llama_3_8b_instruct": 64.9
}
},
"earnings22_test": {
"wer": {
"Qwen-Audio-Chat": 0.3664994875132684,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.1652245056860175,
"Qwen2-Audio-7B-Instruct": 0.23542555661330924,
"whisper_large_v3": 0.15887899737116104,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.1448629161356777,
"phi_4_multimodal_instruct": 0.24134627375003423,
"seallms_audio_7b": 0.5738685499413504,
"WavLLM_fairseq": 0.6671766188447099,
"SALMONN_7B": 0.3597423676988383,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.15611126487402763
}
},
"idpc_short_test": {
"wer": {
"Qwen-Audio-Chat": 0.6008025988916491,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.24918784635964075,
"Qwen2-Audio-7B-Instruct": 0.21326199120963119,
"whisper_large_v3": 0.1662526275558953,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.16931014714313014,
"WavLLM_fairseq": 0.36728454041658704,
"SALMONN_7B": 0.26313777947639977,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.15803554366520162
}
},
"cna_test": {
"wer": {
"Qwen-Audio-Chat": 0.19753284203780838,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.15924383210509452,
"Qwen2-Audio-7B-Instruct": 0.2067713339741536,
"whisper_large_v3": 0.13841717398269784,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.15171419416853574,
"WavLLM_fairseq": 0.26946491509131687,
"SALMONN_7B": 0.15395706504325538,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.13798996048275125
}
},
"covost2_id_en_test": {
"bleu": {
"Qwen-Audio-Chat": 0.45648619714728844,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 44.43289180618449,
"Qwen2-Audio-7B-Instruct": 6.326113431899141,
"whisper_large_v3": 46.01512198258627,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 46.80524126004861,
"phi_4_multimodal_instruct": 0.36465303013961253,
"seallms_audio_7b": 43.98074943006231,
"WavLLM_fairseq": 5.933522277713613,
"SALMONN_7B": 26.89649039333571,
"cascade_whisper_large_v3_llama_3_8b_instruct": 46.79924664837527
}
},
"imda_part3_30s_sqa_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 51.08,
"Qwen2-Audio-7B-Instruct": 60.620000000000005,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 70.17999999999999,
"SALMONN_7B": 50.8,
"cascade_whisper_large_v3_llama_3_8b_instruct": 70.28
},
"gpt4o_judge": {
"cascade_whisper_large_v3_llama_3_8b_instruct": 73.0
}
},
"idpc_test": {
"wer": {
"Qwen-Audio-Chat": 0.7710863986313088,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.30008554319931563,
"Qwen2-Audio-7B-Instruct": 0.19093242087254064,
"whisper_large_v3": 0.19880239520958085,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.16766467065868262,
"WavLLM_fairseq": 0.7686911890504705,
"SALMONN_7B": 0.4550898203592814,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.17741659538066723
}
},
"gigaspeech_test": {
"wer": {
"Qwen-Audio-Chat": 0.13018910022587737,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.14457154747310655,
"Qwen2-Audio-7B-Instruct": 0.11723812890302816,
"whisper_large_v3": 0.09459022434812692,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.09948381629977261,
"phi_4_multimodal_instruct": 0.09672866386388193,
"seallms_audio_7b": 0.13672725996455154,
"WavLLM_fairseq": 0.15491778414546403,
"SALMONN_7B": 0.10765150204693537,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.09515429104337297
}
},
"mediacorp_short_test": {
"wer": {
"Qwen-Audio-Chat": 0.2548909377108163,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.13301101866426804,
"Qwen2-Audio-7B-Instruct": 0.17180121430177647,
"whisper_large_v3": 0.11715763436024286,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.14571621317742298,
"WavLLM_fairseq": 0.2621992354396222,
"SALMONN_7B": 0.1751742747919946,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.11434675061839443
}
},
"imda_part3_30s_ds_human_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 16.4,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 48.4,
"Qwen2-Audio-7B-Instruct": 33.8,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 45.4,
"phi_4_multimodal_instruct": 41.2,
"seallms_audio_7b": 43.0,
"WavLLM_fairseq": 31.6,
"SALMONN_7B": 9.0,
"cascade_whisper_large_v3_llama_3_8b_instruct": 37.400000000000006
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 59.2,
"Qwen2-Audio-7B-Instruct": 43.2,
"cascade_whisper_large_v3_llama_3_8b_instruct": 47.400000000000006
}
},
"imda_ar_dialogue": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 0.6666666666666667,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 77.83333333333333,
"Qwen2-Audio-7B-Instruct": 0.9666666666666667,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 7.633333333333334,
"phi_4_multimodal_instruct": 0.5333333333333333,
"seallms_audio_7b": 15.633333333333333,
"WavLLM_fairseq": 0.23333333333333336,
"SALMONN_7B": 0.06666666666666667,
"cascade_whisper_large_v3_llama_3_8b_instruct": 9.666666666666666
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 77.13333333333333,
"Qwen2-Audio-7B-Instruct": 0.33333333333333337
}
},
"iemocap_gender_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 50.0996015936255,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 93.48605577689243,
"Qwen2-Audio-7B-Instruct": 92.80876494023903,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 15.737051792828685,
"phi_4_multimodal_instruct": 59.46215139442231,
"seallms_audio_7b": 66.43426294820716,
"WavLLM_fairseq": 51.932270916334666,
"SALMONN_7B": 81.31474103585658,
"cascade_whisper_large_v3_llama_3_8b_instruct": 44.22310756972111
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 98.20717131474103,
"Qwen2-Audio-7B-Instruct": 98.33333333333333
}
},
"ytb_asr_batch2": {
"wer": {
"Qwen-Audio-Chat": 0.4315277327278625,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.15162720294085846,
"Qwen2-Audio-7B-Instruct": 0.2080008649583739,
"whisper_large_v3": 0.17210509244242622,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.2192622950819672,
"phi_4_multimodal_instruct": 0.23849064763758243,
"WavLLM_fairseq": 0.48091685587631094,
"SALMONN_7B": 0.3238620391393664,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.23561466104443723
}
},
"ytb_pqa_batch1": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 37.16117216117216,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 40.97069597069597,
"Qwen2-Audio-7B-Instruct": 36.97802197802198,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 55.01831501831502,
"gemini-1.5-flash": 49.908424908424905,
"WavLLM_fairseq": 40.95238095238095,
"SALMONN_7B": 32.124542124542124,
"cascade_whisper_large_v3_llama_3_8b_instruct": 52.252747252747255
}
},
"dream_tts_mcq_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 59.749085206481965,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 84.31782540512285,
"Qwen2-Audio-7B-Instruct": 66.49242028227914,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 89.33612127548353,
"phi_4_multimodal_instruct": 72.60846837428123,
"seallms_audio_7b": 75.6926293779404,
"WavLLM_fairseq": 66.5446941975954,
"SALMONN_7B": 56.455828541557764,
"cascade_whisper_large_v3_llama_3_8b_instruct": 86.4610559330894
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 84.31782540512285,
"Qwen2-Audio-7B-Instruct": 68.66666666666667
}
},
"imda_part5_30s_ds_human_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 28.2,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 57.0,
"Qwen2-Audio-7B-Instruct": 40.4,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 58.0,
"phi_4_multimodal_instruct": 52.199999999999996,
"seallms_audio_7b": 49.400000000000006,
"WavLLM_fairseq": 45.199999999999996,
"SALMONN_7B": 17.2,
"cascade_whisper_large_v3_llama_3_8b_instruct": 49.0
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 64.0,
"Qwen2-Audio-7B-Instruct": 50.8,
"cascade_whisper_large_v3_llama_3_8b_instruct": 56.8
}
},
"aishell_asr_zh_test": {
"wer": {
"Qwen-Audio-Chat": 0.9469917443725129,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.13165449110094832,
"Qwen2-Audio-7B-Instruct": 0.09260359129694522,
"whisper_large_v3": 0.12359684029221357,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.20886539565639167,
"phi_4_multimodal_instruct": 0.07466690423868068,
"seallms_audio_7b": 0.11804359446457208,
"WavLLM_fairseq": 0.7054601967888183,
"SALMONN_7B": 0.8259290055631446,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.12450753301261111
}
},
"imda_part3_30s_sqa_human_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 32.2,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 51.4,
"Qwen2-Audio-7B-Instruct": 42.0,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 56.0,
"phi_4_multimodal_instruct": 43.8,
"seallms_audio_7b": 45.599999999999994,
"WavLLM_fairseq": 45.199999999999996,
"SALMONN_7B": 40.599999999999994,
"cascade_whisper_large_v3_llama_3_8b_instruct": 49.0
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 60.599999999999994,
"Qwen2-Audio-7B-Instruct": 50.199999999999996,
"cascade_whisper_large_v3_llama_3_8b_instruct": 52.800000000000004
}
},
"imda_part4_30s_ds_human_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 16.0,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 46.4,
"Qwen2-Audio-7B-Instruct": 24.8,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 44.0,
"phi_4_multimodal_instruct": 37.0,
"seallms_audio_7b": 35.4,
"WavLLM_fairseq": 31.6,
"SALMONN_7B": 7.0,
"cascade_whisper_large_v3_llama_3_8b_instruct": 36.0
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 55.199999999999996,
"Qwen2-Audio-7B-Instruct": 35.8,
"cascade_whisper_large_v3_llama_3_8b_instruct": 48.2
}
},
"ytb_sds_batch1": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 43.878954607977995,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 53.97524071526823,
"Qwen2-Audio-7B-Instruct": 51.5818431911967,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 64.12654745529574,
"gemini-1.5-flash": 65.9697386519945,
"WavLLM_fairseq": 55.625859697386524,
"SALMONN_7B": 31.279229711141674,
"cascade_whisper_large_v3_llama_3_8b_instruct": 59.44979367262724
}
},
"audiocaps_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 47.04090909090909,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 38.00454545454545,
"Qwen2-Audio-7B-Instruct": 40.77727272727273,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 3.0954545454545457,
"phi_4_multimodal_instruct": 26.386363636363637,
"seallms_audio_7b": 53.20909090909091,
"WavLLM_fairseq": 5.5,
"SALMONN_7B": 37.445454545454545,
"cascade_whisper_large_v3_llama_3_8b_instruct": 2.4727272727272727
},
"meteor": {
"Qwen-Audio-Chat": 0.27553015076950976,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.24920047034353812,
"Qwen2-Audio-7B-Instruct": 0.19891712076314283,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.05796819723943051,
"phi_4_multimodal_instruct": 0.1757379026471828,
"seallms_audio_7b": 0.30423899385222564,
"WavLLM_fairseq": 0.041732965094428545,
"SALMONN_7B": 0.20994052484339956,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.07953048457785493
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 39.29545454545455,
"Qwen2-Audio-7B-Instruct": 41.53333333333333,
"cascade_whisper_large_v3_llama_3_8b_instruct": 4.868181818181818
}
},
"imda_ar_sentence": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 3.933333333333333,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 7.816666666666666,
"Qwen2-Audio-7B-Instruct": 2.55,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 26.016666666666666,
"phi_4_multimodal_instruct": 3.5166666666666666,
"seallms_audio_7b": 3.5833333333333335,
"WavLLM_fairseq": 2.6833333333333336,
"SALMONN_7B": 2.5166666666666666,
"cascade_whisper_large_v3_llama_3_8b_instruct": 12.416666666666666
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 10.116666666666667,
"Qwen2-Audio-7B-Instruct": 4.666666666666667
}
},
"imda_part6_30s_sqa_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 63.040000000000006,
"Qwen2-Audio-7B-Instruct": 69.42,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 83.08,
"SALMONN_7B": 66.86,
"cascade_whisper_large_v3_llama_3_8b_instruct": 80.60000000000001
},
"gpt4o_judge": {
"cascade_whisper_large_v3_llama_3_8b_instruct": 81.8
}
},
"covost2_ta_en_test": {
"bleu": {
"Qwen-Audio-Chat": 0.01699144301093184,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 5.023057608950299,
"Qwen2-Audio-7B-Instruct": 0.04425838146050298,
"whisper_large_v3": 2.451098639578599,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 2.8327095799289337,
"phi_4_multimodal_instruct": 0.053138495633157125,
"seallms_audio_7b": 0.06475917031217593,
"WavLLM_fairseq": 0.1695522548322915,
"SALMONN_7B": 0.3649023706010388,
"cascade_whisper_large_v3_llama_3_8b_instruct": 2.4245628096245917
}
},
"covost2_en_id_test": {
"bleu": {
"Qwen-Audio-Chat": 4.102230932924371,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 37.60224687716629,
"Qwen2-Audio-7B-Instruct": 16.325186897428104,
"whisper_large_v3": 1.600581653970121,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 27.620150160643625,
"phi_4_multimodal_instruct": 15.012558278964478,
"seallms_audio_7b": 27.583542512329426,
"WavLLM_fairseq": 13.841886973016162,
"SALMONN_7B": 14.102682915273142,
"cascade_whisper_large_v3_llama_3_8b_instruct": 10.930203684508578
}
},
"clotho_aqa_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 61.934856587263,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 63.15021876519203,
"Qwen2-Audio-7B-Instruct": 50.919591292758774,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 24.647544968400585,
"phi_4_multimodal_instruct": 47.86582401555663,
"seallms_audio_7b": 53.03840544482256,
"WavLLM_fairseq": 43.01199466903598,
"SALMONN_7B": 57.75401069518716,
"cascade_whisper_large_v3_llama_3_8b_instruct": 29.47134606841404
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 64.09333981526495,
"Qwen2-Audio-7B-Instruct": 56.86666666666667,
"cascade_whisper_large_v3_llama_3_8b_instruct": 28.076410484229232
}
},
"ytb_asr_batch1": {
"wer": {
"Qwen-Audio-Chat": 0.2297764461857571,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.11484981178458939,
"Qwen2-Audio-7B-Instruct": 0.16843358684796805,
"whisper_large_v3": 0.12226319428439733,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.1400092187139894,
"gemini-1.5-flash": 0.1089344703080587,
"phi_4_multimodal_instruct": 0.16175001920565416,
"WavLLM_fairseq": 0.41876008296842593,
"SALMONN_7B": 0.21487285856956287,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.12579703464700007
}
},
"imda_part3_30s_asr_test": {
"wer": {
"Qwen-Audio-Chat": 0.6412550574306894,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.2919053954978684,
"Qwen2-Audio-7B-Instruct": 0.35076166942732234,
"whisper_large_v3": 0.27026366524560785,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.3035544573275043,
"phi_4_multimodal_instruct": 0.44227061666711925,
"seallms_audio_7b": 1.0837293290249002,
"WavLLM_fairseq": 0.7540934640345399,
"SALMONN_7B": 0.6569229098215983,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.29992939962527493
}
},
"alpaca_audio_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 9.8,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 74.80000000000001,
"Qwen2-Audio-7B-Instruct": 52.599999999999994,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 73.8,
"phi_4_multimodal_instruct": 25.8,
"WavLLM_fairseq": 21.6,
"SALMONN_7B": 17.2,
"cascade_whisper_large_v3_llama_3_8b_instruct": 70.8
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 78.60000000000001,
"Qwen2-Audio-7B-Instruct": 61.6,
"cascade_whisper_large_v3_llama_3_8b_instruct": 77.8
}
},
"imda_30s_sqa_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 54.669999999999995,
"Qwen2-Audio-7B-Instruct": 62.190000000000005,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 75.09,
"cascade_whisper_large_v3_llama_3_8b_instruct": 72.475
},
"gpt4o_judge": {
"cascade_whisper_large_v3_llama_3_8b_instruct": 75.11999999999999
}
},
"ytb_sqa_batch1": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 60.827586206896555,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 64.51231527093596,
"Qwen2-Audio-7B-Instruct": 60.453201970443345,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 70.18719211822659,
"gemini-1.5-flash": 78.06896551724138,
"WavLLM_fairseq": 60.70935960591133,
"SALMONN_7B": 55.665024630541865,
"cascade_whisper_large_v3_llama_3_8b_instruct": 67.3103448275862
}
},
"audiocaps_qa_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 50.22364217252396,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 49.77635782747604,
"Qwen2-Audio-7B-Instruct": 45.75079872204473,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 18.466453674121407,
"phi_4_multimodal_instruct": 38.466453674121404,
"seallms_audio_7b": 53.73801916932908,
"WavLLM_fairseq": 29.840255591054312,
"SALMONN_7B": 50.287539936102235,
"cascade_whisper_large_v3_llama_3_8b_instruct": 17.380191693290733
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 50.60702875399361,
"Qwen2-Audio-7B-Instruct": 50.599999999999994,
"cascade_whisper_large_v3_llama_3_8b_instruct": 14.63258785942492
}
},
"imda_part1_asr_test": {
"wer": {
"Qwen-Audio-Chat": 0.10550313315290274,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.042254894789457,
"Qwen2-Audio-7B-Instruct": 0.07197717796796138,
"whisper_large_v3": 0.06844171360300393,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.07041669714480775,
"phi_4_multimodal_instruct": 0.05739643527661961,
"seallms_audio_7b": 0.17813863896813206,
"WavLLM_fairseq": 0.10077292565771828,
"SALMONN_7B": 0.0925804013361617,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.06922195401458074
}
},
"peoples_speech_test": {
"wer": {
"Qwen-Audio-Chat": 0.31419144746723354,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.21050407754683692,
"Qwen2-Audio-7B-Instruct": 0.2165498391593041,
"whisper_large_v3": 0.14602420615337386,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.20140159998943682,
"seallms_audio_7b": 0.369768551146351,
"WavLLM_fairseq": 0.3792176325635977,
"SALMONN_7B": 0.23699946689025367,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.14540692118393275
}
},
"covost2_en_ta_test": {
"bleu": {
"Qwen-Audio-Chat": 0.03451483807236294,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 14.407399367512914,
"Qwen2-Audio-7B-Instruct": 0.03245972071872916,
"whisper_large_v3": 0.02107778621423822,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 8.433062902024755,
"phi_4_multimodal_instruct": 0.19835914151649442,
"seallms_audio_7b": 0.012334972259958572,
"WavLLM_fairseq": 0.0033159224040994286,
"SALMONN_7B": 0.00046745670226766583,
"cascade_whisper_large_v3_llama_3_8b_instruct": 1.0368044741318085
}
},
"wavcaps_qa_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 42.69736842105263,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 46.31578947368421,
"Qwen2-Audio-7B-Instruct": 44.473684210526315,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 18.88157894736842,
"phi_4_multimodal_instruct": 35.13157894736842,
"seallms_audio_7b": 42.10526315789473,
"WavLLM_fairseq": 26.25,
"SALMONN_7B": 47.30263157894737,
"cascade_whisper_large_v3_llama_3_8b_instruct": 16.710526315789473
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 46.31578947368421,
"Qwen2-Audio-7B-Instruct": 48.2,
"cascade_whisper_large_v3_llama_3_8b_instruct": 14.736842105263158
}
},
"parliament_short_test": {
"wer": {
"Qwen-Audio-Chat": 0.09347360821020603,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.056935097083623425,
"Qwen2-Audio-7B-Instruct": 0.08416492612361723,
"whisper_large_v3": 0.05543951935226013,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.07325752301384698,
"WavLLM_fairseq": 0.09512390087929656,
"SALMONN_7B": 0.08676929424202573,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.05742502771975968
}
},
"covost2_en_zh_test": {
"bleu": {
"Qwen-Audio-Chat": 15.330641138043728,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 43.941098854450516,
"Qwen2-Audio-7B-Instruct": 25.765420247070075,
"whisper_large_v3": 0.16408986541757878,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 35.274306071307024,
"phi_4_multimodal_instruct": 45.295964957544776,
"seallms_audio_7b": 36.4496678966979,
"WavLLM_fairseq": 31.96381187282953,
"SALMONN_7B": 33.88941292215531,
"cascade_whisper_large_v3_llama_3_8b_instruct": 5.987143868370054
}
},
"imda_part5_30s_sqa_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 61.260000000000005,
"Qwen2-Audio-7B-Instruct": 68.52000000000001,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 80.34,
"SALMONN_7B": 62.62,
"cascade_whisper_large_v3_llama_3_8b_instruct": 76.56
},
"gpt4o_judge": {
"cascade_whisper_large_v3_llama_3_8b_instruct": 80.36
}
},
"imda_gr_sentence": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 57.550000000000004,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 66.13333333333333,
"Qwen2-Audio-7B-Instruct": 68.38333333333333,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 26.35,
"phi_4_multimodal_instruct": 51.68333333333334,
"seallms_audio_7b": 50.083333333333336,
"WavLLM_fairseq": 49.06666666666666,
"SALMONN_7B": 59.766666666666666,
"cascade_whisper_large_v3_llama_3_8b_instruct": 36.016666666666666
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 66.9,
"Qwen2-Audio-7B-Instruct": 66.33333333333333
}
},
"tedlium3_long_form_test": {
"wer": {
"Qwen-Audio-Chat": 0.2911540507002305,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.10228682857649353,
"Qwen2-Audio-7B-Instruct": 0.08739585179932637,
"whisper_large_v3": 0.03208650948413402,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.04396383619925545,
"phi_4_multimodal_instruct": 0.0381847190214501,
"seallms_audio_7b": 0.3208650948413402,
"WavLLM_fairseq": 0.4536784258110264,
"SALMONN_7B": 0.14231519234178336,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.04754476156709803
}
},
"meld_emotion_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 50.72796934865901,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 36.36015325670498,
"Qwen2-Audio-7B-Instruct": 41.60919540229885,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 47.356321839080465,
"phi_4_multimodal_instruct": 43.524904214559385,
"seallms_audio_7b": 51.11111111111111,
"WavLLM_fairseq": 41.57088122605364,
"SALMONN_7B": 30.536398467432953,
"cascade_whisper_large_v3_llama_3_8b_instruct": 36.81992337164751
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 36.206896551724135,
"Qwen2-Audio-7B-Instruct": 39.0
}
},
"tedlium3_test": {
"wer": {
"Qwen-Audio-Chat": 0.04052375714133636,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.07884745040985061,
"Qwen2-Audio-7B-Instruct": 0.06114048472375004,
"whisper_large_v3": 0.037649480146197796,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.04900464852205386,
"phi_4_multimodal_instruct": 0.028494375643163834,
"seallms_audio_7b": 0.04829495049856286,
"WavLLM_fairseq": 0.06621482559171073,
"SALMONN_7B": 0.0459884319222171,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.038146268762641496
}
},
"seame_dev_man": {
"wer": {
"Qwen-Audio-Chat": 0.8783373786407767,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.388282092772384,
"Qwen2-Audio-7B-Instruct": 0.5522518878101402,
"whisper_large_v3": 0.7225930420711975,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.7824973031283711,
"gemini-1.5-flash": 0.9690871089536138,
"phi_4_multimodal_instruct": 0.7126483279395901,
"seallms_audio_7b": 1.0639495685005393,
"WavLLM_fairseq": 1.2913969795037756,
"SALMONN_7B": 1.2721817691477886,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.6848705501618123
}
},
"imda_30s_ds_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 31.295,
"Qwen2-Audio-7B-Instruct": 38.915,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 54.515,
"SALMONN_7B": 18.345,
"cascade_whisper_large_v3_llama_3_8b_instruct": 48.269999999999996
},
"gpt4o_judge": {
"cascade_whisper_large_v3_llama_3_8b_instruct": 57.99
}
},
"imda_part5_30s_sqa_human_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 47.800000000000004,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 64.80000000000001,
"Qwen2-Audio-7B-Instruct": 51.6,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 74.0,
"phi_4_multimodal_instruct": 49.0,
"seallms_audio_7b": 54.2,
"WavLLM_fairseq": 50.8,
"SALMONN_7B": 44.6,
"cascade_whisper_large_v3_llama_3_8b_instruct": 57.800000000000004
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 66.8,
"Qwen2-Audio-7B-Instruct": 58.0,
"cascade_whisper_large_v3_llama_3_8b_instruct": 64.80000000000001
}
},
"imda_part6_30s_ds_human_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 40.4,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 62.599999999999994,
"Qwen2-Audio-7B-Instruct": 46.2,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 65.4,
"phi_4_multimodal_instruct": 52.599999999999994,
"seallms_audio_7b": 53.0,
"WavLLM_fairseq": 49.400000000000006,
"SALMONN_7B": 24.2,
"cascade_whisper_large_v3_llama_3_8b_instruct": 57.199999999999996
},
"gpt4o_judge": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 70.0,
"Qwen2-Audio-7B-Instruct": 51.4,
"cascade_whisper_large_v3_llama_3_8b_instruct": 64.4
}
},
"imda_part4_30s_ds_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 18.060000000000002,
"Qwen2-Audio-7B-Instruct": 25.019999999999996,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 43.4,
"SALMONN_7B": 9.399999999999999,
"cascade_whisper_large_v3_llama_3_8b_instruct": 37.879999999999995
},
"gpt4o_judge": {
"cascade_whisper_large_v3_llama_3_8b_instruct": 47.74
}
},
"ukusnews_test": {
"wer": {
"Qwen-Audio-Chat": 0.3158631121194933,
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.12554358101720553,
"Qwen2-Audio-7B-Instruct": 0.13843826810361126,
"whisper_large_v3": 0.07135564378899603,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 0.07388920400831915,
"WavLLM_fairseq": 0.5911892607298166,
"SALMONN_7B": 0.18918510115333712,
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.07642276422764227
}
},
"imda_part3_30s_ds_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 25.22,
"Qwen2-Audio-7B-Instruct": 35.54,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 48.339999999999996,
"WavLLM_fairseq": 36.5,
"SALMONN_7B": 12.82,
"cascade_whisper_large_v3_llama_3_8b_instruct": 42.32
},
"gpt4o_judge": {
"cascade_whisper_large_v3_llama_3_8b_instruct": 52.38
}
},
"imda_part5_30s_ds_test": {
"llama3_70b_judge": {
"Qwen-Audio-Chat": 39.14,
"Qwen2-Audio-7B-Instruct": 45.38,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 61.48,
"SALMONN_7B": 24.340000000000003,
"cascade_whisper_large_v3_llama_3_8b_instruct": 54.379999999999995
},
"gpt4o_judge": {
"cascade_whisper_large_v3_llama_3_8b_instruct": 63.68000000000001
}
},
"gigaspeech2_viet": {
"wer": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.4960741822016732,
"Qwen2-Audio-7B-Instruct": 1.5011671350211242
}
},
"gigaspeech2_thai": {
"wer": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.8901628256099774,
"Qwen2-Audio-7B-Instruct": 1.2449725324578913,
"seallms_audio_7b": 0.3332398502070376
}
},
"gigaspeech2_indo": {
"wer": {
"MERaLiON-AudioLLM-Whisper-SEA-LION": 0.5087211232500294,
"Qwen2-Audio-7B-Instruct": 0.8956121130400584
}
},
"imda_30s_ar_test": {
"llama3_70b_judge": {
"Qwen2-Audio-7B-Instruct": 5.106666666666667,
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 15.773333333333333,
"SALMONN_7B": 5.673333333333334,
"cascade_whisper_large_v3_llama_3_8b_instruct": 27.186666666666667
}
},
"imda_30s_gr_test": {
"llama3_70b_judge": {
"cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct": 18.46666666666667
}
},
"nlb_asr_test": {
"wer": {
"cascade_whisper_large_v3_llama_3_8b_instruct": 0.2796380263880551
}
}
}