Audio Classification on TUT 2017 (Base Accuracy, New Accuracy, H) benchmark leaderboard · SOTA2 Research

Audio Classification on TUT 2017 (Base Accuracy, New Accuracy, H)

93.69Base AccuracySubT

Evaluation Results

Method	Links
SubT2026.06		93.69	41.63	57.62
SubT†2026.06		93.69	41.89	57.87
CoCoOp2026.06		91.25	32	47.18
SEPT2026.06		90.35	30.62	45.59
CoOp2026.06		89.98	32.81	47.87
DePT2026.06		89.71	32.15	47.21
COCOOP + ZEBRA2026.06		80.37	37.35	—
COCOOP2026.06		80.14	18.88	—
CLIP-Adapter2026.06		75.04	27.79	40.37
COOP + ZEBRA2026.06		71.69	31.53	—
COOP2026.06		67.81	15.86	—
CoCoOp + SEPT2026.01		51.6	21.54	29.94
DePT2026.01		49.12	23.67	31.75
CoCoOp2026.01		49.01	20.55	28.61
Zero-shot2026.06		47.58	24.83	32.57
CoOp + SEPT2026.01		47.55	21.14	29.05
DePT + SEPT2026.01		46.05	23.25	30.7
CoOp2026.01		45.11	20.25	27.53
CoOp2026.01		45.11	20.25	27.53
KgCoOp2026.06		40.28	28	32.49
KgCoOp + SEPT2026.01		38.48	18.94	25.3
KgCoOp† + SEPT2026.01		34.2	17.06	22.5
KgCoOp†2026.01		33.62	16.11	21.5
ZERO SHOT2026.06		33.33	30.72	—
Pengi2026.01		20.52	18.65	19.53
KgCoOp2026.01		15.83	15.9	15.1
KgCoOp2026.01		15.83	15.9	15.1