Action Anticipation on EPIC-KITCHENS seen S1 (test) benchmark leaderboard · SOTA2 Research

Action Anticipation on EPIC-KITCHENS seen S1 (test)

51.56Top-1 Acc (Verb)Abstract Goal

Evaluation Results

Method
Abstract Goal2022.09	51.56	35.34	22.03	82.56	58.01	38.29
Temporal Aggregate Representations2020.06	37.9	24.1	16.6	79.7	54	36.1
Sener et al.2021.07	37.9	24.1	16.6	79.7	54	36.1
Temp. Agg.2022.09	37.87	24.1	16.64	79.74	53.98	36.06
Multi-Modal Temporal Convolutional Network2021.07	37.2	23.7	15.4	79.5	51.9	34.4
MM-TCN2022.09	37.16	23.75	15.45	79.48	51.86	34.37
Multi-Modal Temporal Convolutional Network2021.07	36.7	22.9	14.9	79.6	51.2	33.6
Liu et al.2021.07	36.3	23.8	15.4	79.2	51.9	34.3
ImagineRNN2022.09	35.44	22.79	14.66	79.72	52.09	34.98
ImagineRNN2021.07	35.4	22.8	14.7	79.7	52.1	34.9
SRL2022.09	34.89	22.84	14.24	79.59	52.03	34.61
AVT2022.09	34.36	20.16	16.84	80.03	51.57	36.52
RU2019.05	33.04	22.78	14.39	79.55	50.95	33.73
RU-LSTM2022.09	33.04	22.78	14.39	79.55	50.95	33.73
RU2020.06	33	22.8	14.4	79.6	50.9	33.7
RU-LSTM2021.07	33	22.8	14.4	79.6	50.9	33.7
Ego-OMG2021.07	32.2	24.9	16	77.4	50.2	34.5
ATSN2019.05	31.81	16.22	6	76.56	42.15	28.21
TSN2020.06	31.8	16.2	6	76.6	42.2	28.2
TSN2021.07	31.8	16.2	6	76.6	42.2	28.2
Temporal Aggregate Representations2020.06	31.4	22.6	16.4	75.2	47.2	36.4
[26]2020.06	30.7	16.5	9.7	76.2	42.7	25.4
Miech et al.2021.07	30.7	16.5	9.7	76.2	42.7	25.4
2SCNN2019.05	29.76	15.15	4.32	76.03	38.56	15.21
MM-Trans2022.09	28.59	27.18	10.85	78.64	57.66	30.83
Lat. Goal2022.09	27.96	27.4	8.1	78.09	55.98	26.46
MCE2019.05	27.92	16.09	10.76	73.59	39.32	25.28