Action Localization on Epic-Kitchens-100 benchmark leaderboard · SOTA2 Research

Action Localization on Epic-Kitchens-100

32.08mAP@0.1ActionFormer + TAdaFormer-L/14

Evaluation Results

Method
ActionFormer + TAdaFormer-L/142023.08	32.08	31.09	29.4	26.64	22.71	28.38
ActionFormer + TAdaConvNeXt-S2023.08	29.11	28.37	26.99	24.22	20.64	25.86
ActionFormer + SlowFast & ViViT2023.08	26.97	25.9	24.21	21.77	18.47	23.46
ActionFormer + SlowFast2023.08	26.58	25.42	24.15	22.29	19.09	23.51
ActionFormer + TAdaFormer-L/142023.08	24.92	23.68	22.33	20.61	18.29	21.97
ActionFormer + SlowFast & ViViT2023.08	23.9	22.98	21.37	19.57	16.94	20.95
BMN + TAdaFormer-L/142023.08	20.87	20.09	18.99	16.42	13.81	18.03
ActionFormer + TAdaConvNeXt-S2023.08	20.78	19.75	18.56	17.07	14.54	18.14
TAda2D2021.10	20.54	19.32	17.94	15.77	13.39	17.39
BMN + TAdaFormer-L/142023.08	20.39	19.35	18.28	16.35	14.51	17.85
TAda2D2021.10	19.7	18.49	17.41	15.5	12.78	16.78
BMN + TAda2D2023.08	19.7	18.49	17.41	15.5	12.78	16.78
ActionFormer + SlowFast2023.08	18.4	17.71	16.8	15.65	13.52	16.42
BMN + TAdaConvNeXt-S2023.08	17.81	16.94	16.05	14.25	11.89	15.39
TSN2021.10	15.98	15.01	14.09	12.25	10.01	13.47
BMN + TSN2023.08	15.98	15.01	14.09	12.25	10.01	13.47
BMN + TAdaConvNeXt-S2023.08	15.61	14.8	13.73	12.35	10.9	13.47
TAda2D2021.10	15.15	14.32	13.59	12.18	10.65	13.18
BMN + TAda2D2023.08	15.15	14.32	13.59	12.18	10.65	13.18
TSN2021.10	15.11	14.15	12.78	10.94	8.89	12.37
TSN2021.10	10.24	9.61	8.94	7.96	6.79	8.71
BMN + TSN2023.08	10.24	9.61	8.94	7.96	6.79	8.71