Audio Aesthetics Evaluation on Audiobox Aesthetics (AES) Sound benchmark leaderboard · SOTA2 Research

Audio Aesthetics Evaluation on Audiobox Aesthetics (AES) Sound

0.56PCC (CE)AES

Evaluation Results

Method	Links
AES2026.05		0.56	0.616	0.54	0.609	0.529	0.583	0.561	0.56
JASTIN2026.05		0.542	0.618	0.495	0.569	0.549	0.58	0.529	0.514
Gemini-2.5-Pro2026.05		0.249	0.277	0.279	0.408	0.243	0.214	0.323	0.381
Qwen3-Omni2026.05		0.24	0.28	0.291	0.322	0.224	0.318	0.283	0.35
Gemini-3-Pro2026.05		0.232	0.365	0.307	0.384	0.2	0.321	0.408	0.34
Gemini-2.5-Flash2026.05		0.204	0.249	0.228	0.409	0.179	0.201	0.211	0.324
AudioFlamingo32026.05		0.049	0.226	-0.063	0.169	0.067	0.323	-0.092	0.098
NISQA2026.05		0.043	-0.013	-0.153	-0.009	0.01	0.031	-0.149	-0.032
UTMOS2026.05		-0.054	-0.108	0.011	-0.108	-0.055	-0.086	0.004	-0.072
Qwen2-Audio2026.05		-0.074	0.046	-0.01	-0.015	-0.1	0.025	-0.003	-0.046