Action Recognition on Ego-Exo4D benchmark leaderboard · SOTA2 Research

Action Recognition on Ego-Exo4D

64.06Prediction AccuracyDense

Evaluation Results

Method	Links
Dense2026.06		64.06	0.55	85.71	0.36	97.35	66.36	63.62
Dense2026.06		62.44	14.11	70.89	9.02	98.69	64.83	63.08
Dense2026.06		58.83	16.48	60.45	10.04	98.13	62.06	59.8
Rationale-Informed Pruning2026.06		55.05	1.76	51.52	1.02	99.38	59.38	57.47
Rationale-Informed Pruning2026.06		50.87	21.96	66.56	11.89	100	55.45	54.12
Rationale-Informed Pruning2026.06		49.88	17.2	51.27	9.68	98.61	57.96	55.5
Rationale-Informed Pruning2026.06		47.27	2.84	55.56	1.49	99.32	54.52	52.27
Rationale-Informed Pruning2026.06		45.88	19.73	50.43	10.63	98.55	55.71	53.11
Rationale-Informed Pruning2026.06		45.85	21.72	65.85	11.29	100	53.7	51.97
Rationale-Informed Pruning2026.06		44.32	20.93	48.93	10.93	97.82	54.36	51.08
ECoFLaP2026.06		42.22	16.86	67.68	8	100	50.32	47.49
Rationale-Informed Pruning2026.06		40.26	3.12	46.3	1.49	98.88	50.22	47.25
Rationale-Informed Pruning2026.06		39.96	23.36	65.14	11.05	99.37	49.37	47.01
ECoFLaP2026.06		38.76	19.23	47.91	9.5	94.19	50.89	46.54
ECoFLaP2026.06		37.86	0.27	25	0.12	99.87	46.76	44.8
ECoFLaP2026.06		37.05	12.57	62.25	5.62	99.2	49.77	44.32
Kwon et al.2026.06		36.42	21.71	46.86	8.96	82.78	47.96	34.17
ECoFLaP2026.06		35.61	1.72	33.33	0.78	98.41	51.6	44.32
ECoFLaP2026.06		35.43	13.52	53.93	5.73	98.59	47.75	41.82
Kwon et al.2026.06		32.09	0	0	0	96.97	43.69	38.23
Kwon et al.2026.06		30.02	22.01	43.12	6.93	93.17	36.29	29.33
ECoFLaP2026.06		27.07	2.45	60	0.9	95.74	49.2	34.95
ECoFLaP2026.06		26.29	23.88	39.63	7.65	88.43	36.24	28.32
ECoFLaP2026.06		25.63	28.81	35.26	9.5	86.05	40.06	28.38
Kwon et al.2026.06		23.53	25.69	45.06	7.89	75.48	37.09	23.18
Kwon et al.2026.06		22.87	15.72	26.29	3.64	91.49	31.42	21.21
Kwon et al.2026.06		13.31	36.89	45.07	6.81	25.57	20.74	4.72
Kwon et al.2026.06		9.98	0.4	100	0.06	92.34	25.88	13.68
Kwon et al.2026.06		9.98	5	6.9	0.36	65	20.53	4.66
GMP2026.06		8.65	0.43	2.87	0.06	40.98	24.96	5.68
GMP2026.06		8.38	2.48	5.43	0.36	18.53	11.67	2.69
GMP2026.06		8.23	0	0	0	3.08	6.33	0.42
OMP2026.06		5.2	0	0	0	0	0	0
GMP2026.06		3.82	8.47	2.35	0.6	72.88	12.97	5.14
OMP2026.06		3.4	78.26	5.18	1.08	0	0	0
OMP2026.06		3.25	86.36	5.82	1.14	0	0	0
GMP2026.06		2.88	21.62	4.88	0.96	79.73	13.11	3.52
OMP2026.06		2.13	14.58	2.11	0.42	100	7.19	2.87
GMP2026.06		1.98	0	0	0	100	75	0.36
GMP2026.06		1.65	0	0	0	100	5.07	2.51
OMP2026.06		1.05	12	0.95	0.18	96	5.25	1.43
Kwon et al.2026.06		0.66	0	0	0	100	29.58	1.25
OMP2026.06		0.48	0	0	0	0	0	0
OMP2026.06		0.48	0	0	0	0	0	0
GMP2026.06		0.48	0	0	0	0	0	0
OMP2026.06		0.48	0	0	0	0	0	0
GMP2026.06		0.48	0	0	0	0	0	0
OMP2026.06		0.48	0	0	0	0	0	0