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Action Classification on Epic-Kitchens-100

72.2Top-1 Verb Accuracy

MoViNet-A6

Updated 4d ago

Evaluation Results

Method	Links
MoViNet-A6 2022.01		72.2	47.7	57.3	-	-	-	-	-	-
MeMViT, 32×3 2022.01		71.4	48.4	60.3	-	-	-	-	-	-
MeMViT, 16×4 2022.01		70.6	46.2	58.5	-	-	-	-	-	-
MoViNet-A5 2022.01		69.1	44.5	55.1	-	-	-	-	-	-
IPL 2022.01		68.6	41	51.2	-	-	-	-	-	-
TSM 2022.01		67.9	38.3	49	-	-	-	-	-	-
Ego-Exo 2022.01		67	-	52.9	-	-	-	-	-	-
MFormer-HR 2022.01		67	44.5	58.5	-	-	-	-	-	-
MFormer 2022.01		66.7	43.1	56.5	-	-	-	-	-	-
ViViT-L/16×2 2022.01		66.4	44	56.8	-	-	-	-	-	-
SlowFast 8×8 + TAdaConv 2021.10		66.36	41.35	52.32	61.68	90.59	75.89	-	-	-
SlowFast 2022.01		65.6	38.5	50	-	-	-	-	-	-
SlowFast 8×8 2021.10		65.05	40.08	50.72	60.1	90.04	74.26	-	-	-
R(2+1)D + TAdaConv2d+1d 2021.10		64.77	40.1	50.28	60.45	89.99	75.55	-	-	-
SlowFast 4×16 + TAdaConv 2021.10		64.5	39.14	49.59	59.21	89.67	73.88	-	-	-
R(2+1)D + TAdaConv2d 2021.10		64.48	39.72	50.26	60.22	90.01	75.06	-	-	-
R3D + TAdaConv3d 2021.10		64.03	39.3	49.94	59.67	89.84	74.56	-	-	-
SlowFast 4×16 2021.10		63.54	38.17	48.79	58.68	89.75	73.37	-	-	-
R(2+1)D 2021.10		62.92	37.45	48.27	58.02	89.75	73.6	-	-	-
R3D 2021.10		61.92	36.67	47.87	57.47	89.02	73.05	-	-	-
TSN 2022.01		60.2	33.2	46	-	-	-	-	-	-
TempAgg 2022.01		59.9	36.9	45.1	-	-	-	-	-	-
Damen et al. 2023.03		-	-	-	-	-	-	42.1	21.5	14.8
AudioSlowFast 2023.03		-	-	-	-	-	-	46.5	22.8	15.4
AST 2023.03		-	-	-	-	-	-	44.3	22.4	13
MAST 2023.03		-	-	-	-	-	-	50.1	24.2	17.4
TSN 2023.03		-	-	-	-	-	-	60.2	46	33.2
TRN 2023.03		-	-	-	-	-	-	65.9	45.4	35.3
TBN 2023.03		-	-	-	-	-	-	66	47.2	36.7
MoViNet 2023.03		-	-	-	-	-	-	72.2	57.3	47.7
TSM 2023.03		-	-	-	-	-	-	67.9	49	38.3
SlowFast 2023.03		-	-	-	-	-	-	65.6	50	38.5
ViViT-L 2023.03		-	-	-	-	-	-	66.4	56.8	44
TimeSformer 2023.03		-	-	-	-	-	-	66.6	54.4	42.3
DistantSup 2023.03		-	-	-	-	-	-	67.1	58.1	44.4
ProcedureVRL 2023.03		-	-	-	-	-	-	69.5	60.3	47.7