| Model,iemocap_emotion_test,meld_sentiment_test,meld_emotion_test | |
| Qwen-Audio-Chat,29.382470119521916,44.90421455938697,50.72796934865901 | |
| hy_whisper_local_cs,,, | |
| Qwen2-Audio-7B-Instruct,53.98406374501992,53.9463601532567,41.60919540229885 | |
| whisper_large_v3,,, | |
| old_models,,, | |
| gemini-1.5-flash,,, | |
| WavLLM_fairseq,59.76095617529881,51.072796934865906,41.57088122605364 | |
| MERaLiON-AudioLLM-Whisper-SEA-LION,49.103585657370516,52.452107279693486,44.17624521072797 | |
| MERaLiON-AudioLLM-v2-2b,51.39442231075698,58.582375478927204,52.1455938697318 | |
| MERaLiON-AudioLLM-v2-9b,62.54980079681275,68.85057471264368,59.808429118773944 | |
| MERaLiON-AudioLLM-v2-9b-asr,53.685258964143436,59.84674329501916,47.547892720306514 | |
| Qwen2.5-Omni-3B,34.36254980079681,30.421455938697317,34.32950191570881 | |
| Qwen2.5-Omni-7B,36.55378486055777,27.77777777777778,30.07662835249042 | |
| SALMONN_7B,26.195219123505975,42.26053639846744,32.298850574712645 | |
| SeaLLMs-Audio-7B,51.69322709163347,50.804597701149426,53.524904214559385 | |
| cascade_whisper_large_v2_gemma2_9b_cpt_sea_lionv3_instruct,41.98207171314741,58.39080459770115,44.272030651341 | |
| cascade_whisper_large_v3_llama_3_8b_instruct,46.91235059760957,56.47509578544061,49.42528735632184 | |
| phi_4_multimodal_instruct,32.07171314741036,49.11877394636016,40.84291187739464 | |