Audio Assessment Correlation on PAM benchmark leaderboard · SOTA2 Research

Audio Assessment Correlation on PAM

0.6987LCCSongEval-RM

Evaluation Results

Method	Links
SongEval-RM2026.02		0.6987	0.6977	0.4997
CMI-RM2026.02		0.6932	0.6988	0.5101
CMI-RM2026.02		0.6367	0.6606	0.4754
AnyAudio-Judge2026.06		0.614	0.601	0.435
Gemini3-pro2026.02		0.5972	0.5967	0.4283
PAM score2026.02		0.5873	0.6099	0.4367
AQAScore2026.01		0.582	0.587	0.419
AQAScore2026.06		0.582	0.587	0.419
AQAScore2026.01		0.54	0.56	0.41
AQAScore2026.06		0.54	0.56	0.41
audiobox-CE2026.02		0.5283	0.5204	0.3665
AQAScore2026.01		0.518	0.589	0.429
AQAScore2026.06		0.518	0.589	0.429
AQAScore2026.01		0.496	0.538	0.383
AQAScore2026.06		0.496	0.538	0.383
Cascade2026.01		0.474	0.465	0.361
CLAPScore2026.01		0.472	0.477	0.337
CLAPScore2026.06		0.472	0.477	0.337
audiobox-CU2026.02		0.4645	0.4704	0.3279
audiobox-PQ2026.02		0.4636	0.4513	0.3166
CLAPScore2026.01		0.463	0.454	0.317
Prompting2026.01		0.45	0.395	0.317
Gemini2.5-pro2026.02		0.4463	0.4355	0.3068
CLAPScore2026.01		0.436	0.436	0.303
CMI-RM2026.02		0.4358	0.4304	0.2981
CLAPScore2026.01		0.435	0.434	0.301
Cascade2026.01		0.432	0.429	0.336
Cascade2026.01		0.425	0.428	0.333
Qwen3-omni2026.02		0.4155	0.4113	0.3146
Cascade2026.01		0.41	0.41	0.319
Prompting2026.01		0.408	0.367	0.296
CLAPScore2026.01		0.384	0.377	0.261
Gemini2.5-flash2026.02		0.3813	0.3693	0.2571
AQAScore2026.01		0.381	0.435	0.337
AQAScore2026.06		0.381	0.435	0.337
Prompting2026.01		0.33	0.293	0.232
Prompting2026.01		0.286	0.231	0.187
Qwen2.5-omni2026.02		0.2776	0.2837	0.2144
audiobox-PC2026.02		0.2505	0.223	0.1552
Prompting2026.01		0.235	0.21	0.172
Prompting2026.01		0.209	0.186	0.152
Qwen2-audio2026.02		0.1468	0.1523	0.112
Prompting2026.01		0.053	0.053	0.044
Prompting2026.01		0.041	0.037	0.03
Cascade2026.01		0.024	0.03	0.025