Robust Action Classification on Kinetics50-2C bimodal (test) benchmark leaderboard · SOTA2 Research

Robust Action Classification on Kinetics50-2C bimodal (test)

38.18Gaussian Robustness AccBriMPR*

Evaluation Results

Method	Links
BriMPR*2026.02		38.18	37.02	37.94	45.31	57.93	46.59	51.24	48.36	54.13	46.31	39.54	54.77	43.15	57.25	56.01	47.58
READ2026.02		37.62	36.74	38.22	42.83	59.66	48.64	55.25	52.48	59.02	47.52	37.86	57.33	40.87	58.53	59.58	48.81
SuMi2026.02		35.34	31.85	26.76	42.47	56.97	42.79	40.7	44.79	61.02	34.13	7.69	52.72	28.49	61.82	62.54	42.01
AV-CTTA2026.02		34.13	30.77	33.73	37.62	58.97	50	59.02	57.01	65.38	56.17	19.35	66.79	51.16	70.39	72.32	50.85
AV-CTTA2026.02		34.13	31.01	33.69	36.94	59.05	49.36	57.25	56.85	66.07	56.21	13.3	67.15	51.08	72.07	73.2	50.49
AV-CTTA2026.02		34.13	30.73	33.69	36.86	59.02	48.36	55.13	55.73	66.83	55.61	13.34	67.23	51.44	72.36	73.28	50.25
AV-CTTA2026.02		34.13	31.01	33.77	36.86	59.02	48.32	55.09	56.29	66.95	55.21	12.74	67.11	51.88	72.4	73.04	50.25
AV-CTTA2026.02		34.13	30.81	33.77	36.86	59.02	48.32	55.13	56.61	66.87	55.09	13.9	67.15	51.6	72.44	73.32	50.33
AV-CTTA2026.02		34.13	31.09	33.73	36.82	59.02	48.32	55.21	56.57	66.87	55.13	14.5	66.83	51.12	71.87	73.12	50.29
PTA2026.02		33.13	30.81	31.37	31.97	46.59	40.7	46.87	45.27	56.29	45.91	39.18	58.41	44.71	62.78	63.46	45.16
SOURCE2026.02		32.29	29.69	28.97	36.46	54.85	46.43	50.12	52.4	66.83	45.95	16.43	67.07	49.96	72.68	72.88	48.2
EATA2026.02		32.29	29.33	29.01	36.42	54.85	46.39	50.12	52.4	66.79	45.35	16.35	67.03	50	72.68	73	48.13
SAR2026.02		32.05	29.53	28.12	35.54	53.4	45.67	49.12	50.44	64.5	44.15	17.43	64.38	47.32	69.99	72.2	46.92
TENT2026.02		22.76	3.93	2	2.12	6.81	1.96	2	2	2.36	1.96	1.96	1.96	1.96	2	1.96	3.85