Video Classification on Kinetics50-C unimodal (test) benchmark leaderboard · SOTA2 Research

Video Classification on Kinetics50-C unimodal (test)

49.96GaussianREAD

Evaluation Results

Method	Links
READ2026.02		49.96	51.8	51.56	68.07	65.63	65.38	61.5	52.2	49.48	42.19	54.93	28.93	39.82	33.17	27.32	49.46
BriMPR*2026.02		49.12	49.48	48.64	58.25	59.82	58.57	58.53	53.69	55.49	54.33	59.13	50.32	59.98	57.77	57.61	55.38
AV-CTTA2026.02		48.88	51	48.72	68.23	64.78	70.99	68.47	65.02	66.35	61.58	72.52	53.81	66.79	68.19	65.99	62.75
AV-CTTA2026.02		48.52	50.52	48.08	67.95	63.86	71.59	67.75	65.14	67.19	62.14	72.8	54.17	66.43	67.59	65.18	62.59
AV-CTTA2026.02		48.52	50.24	48.44	67.91	63.18	71.68	68.03	64.94	66.99	61.58	72.8	53.97	66.11	67.87	64.42	62.45
AV-CTTA2026.02		48.52	50.24	48.48	67.91	63.18	71.6	68.07	64.94	67.15	62.1	72.96	53.57	65.67	67.87	64.54	62.45
AV-CTTA2026.02		48.52	50.24	48.16	67.91	63.22	71.6	67.99	64.9	67.15	62.06	72.76	53.57	65.55	67.83	64.66	62.41
AV-CTTA2026.02		48.52	50.24	48.32	67.91	63.18	71.6	68.03	64.86	67.15	62.1	72.8	53.57	65.43	67.87	64.02	62.37
PTA2026.02		46.84	45.95	45.91	56.17	55.73	55.49	54.81	51.8	52.6	50.24	54.73	49.8	53.32	52.24	51.12	51.78
SAR2026.02		46.83	47	46.64	65.71	62.3	69.99	66.35	60.54	60.22	52.6	73.96	50.76	65.99	63.42	59.9	59.48
EATA2026.02		46.8	47.62	46.81	67.62	63.02	70.77	66.94	60.65	60.65	48.23	75.48	52.42	65.4	66.45	62.22	60.07
SOURCE2026.02		46.55	47.36	46.51	67.23	61.7	70.67	66.39	62.22	60.54	47.32	74.88	51.36	64.14	66.39	61.98	59.68
SuMi2026.02		45.75	45.43	44.95	64.3	65.38	69.23	67.91	62.86	66.67	63.22	69.23	50.16	71.15	66.31	63.94	61.1
TENT2026.02		45.55	42.51	27.84	22.76	8.33	3.64	2.24	2.4	2.08	2	2.04	2.28	2.04	2	2	11.31