Classification on VGGSound-2C bimodal (test) benchmark leaderboard · SOTA2 Research

Classification on VGGSound-2C bimodal (test)

43.74Accuracy (Gaussian)READ

Evaluation Results

Method	Links
READ2026.02		43.74	38.89	40.23	26.72	25.54	22.65	27.92	29.26	30.81	22.08	25.53	26.18	25.04	28.38	33.09	29.74
PTA2026.02		40.82	34.35	33.69	28.21	29.71	32.52	39.27	41.44	41.59	32.35	36.44	36.41	34.52	35.96	40.37	35.84
AV-CTTA2026.02		40.63	34.77	37.7	31.37	34.95	41.07	50.02	49.03	52.51	38.79	29.37	29.85	24.06	28.4	35.58	37.21
AV-CTTA2026.02		40.42	33.95	37.66	30.05	34.8	40.81	50.07	49.86	52.58	44.52	39.74	34.44	28.85	31.85	37.68	39.15
AV-CTTA2026.02		40.42	33.58	37.02	29.6	34.63	40.33	49.81	49.49	51.96	44.63	45.9	49.47	46.1	51	54.55	43.9
AV-CTTA2026.02		40.42	33.9	36.86	29.57	34.61	40.22	49.84	49.35	51.54	44.31	45.71	49.34	46.04	50.69	54.79	43.81
AV-CTTA2026.02		40.42	33.75	37.03	29.55	34.59	40.07	49.83	49.26	51.45	44.29	45.65	49.2	46.04	50.18	54.89	43.75
AV-CTTA2026.02		40.42	33.78	36.79	29.33	34.62	39.96	49.73	49.12	51.12	44.21	45.34	48.66	46.14	48.53	54.91	43.51
SuMi2026.02		33.23	25.37	24.7	27.67	35.44	20.79	46.54	48.04	49.66	24.99	38.67	47.76	31.93	48.43	55.42	37.24
BriMPR*2026.02		30.47	24.53	25.02	24.12	26.15	21.54	27.77	26.88	26.73	20.81	23.24	23.55	18.83	25.85	28.2	24.91
EATA2026.02		30.16	23.81	20.97	26.36	34.73	24.55	46.69	47.94	49.5	28.26	40.9	46	29.27	45.95	53.46	36.57
SOURCE2026.02		30.11	23.63	20.77	25.77	34.57	24.48	46.39	48.43	50.4	29.5	42.15	47.6	31.83	47.64	55.21	37.23
SAR2026.02		12.74	10.9	13.3	18.97	36.62	18.21	43.16	46.75	49.01	19.7	41.63	31.1	23.26	43.85	51.09	30.69
TENT2026.02		2.87	0.33	0.33	0.37	0.89	0.33	0.33	0.33	0.33	0.33	0.33	0.33	0.33	0.33	0.33	0.54