Action Anticipation on EPIC-KITCHENS seen S1 (test)

51.56Top-1 Acc (Verb)

Abstract Goal

Updated 1mo ago

Evaluation Results

Method
Abstract Goal 2022.09	51.56	35.34	22.03	82.56	58.01	38.29
Temporal Aggregate Representations 2020.06	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 Network 2021.07	37.2	23.7	15.4	79.5	51.9	34.4
MM-TCN 2022.09	37.16	23.75	15.45	79.48	51.86	34.37
Multi-Modal Temporal Convolutional Network 2021.07	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
ImagineRNN 2022.09	35.44	22.79	14.66	79.72	52.09	34.98
ImagineRNN 2021.07	35.4	22.8	14.7	79.7	52.1	34.9
SRL 2022.09	34.89	22.84	14.24	79.59	52.03	34.61
AVT 2022.09	34.36	20.16	16.84	80.03	51.57	36.52
RU 2019.05	33.04	22.78	14.39	79.55	50.95	33.73
RU-LSTM 2022.09	33.04	22.78	14.39	79.55	50.95	33.73
RU 2020.06	33	22.8	14.4	79.6	50.9	33.7
RU-LSTM 2021.07	33	22.8	14.4	79.6	50.9	33.7
Ego-OMG 2021.07	32.2	24.9	16	77.4	50.2	34.5
ATSN 2019.05	31.81	16.22	6	76.56	42.15	28.21
TSN 2020.06	31.8	16.2	6	76.6	42.2	28.2
TSN 2021.07	31.8	16.2	6	76.6	42.2	28.2
Temporal Aggregate Representations 2020.06	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
2SCNN 2019.05	29.76	15.15	4.32	76.03	38.56	15.21
MM-Trans 2022.09	28.59	27.18	10.85	78.64	57.66	30.83
Lat. Goal 2022.09	27.96	27.4	8.1	78.09	55.98	26.46
MCE 2019.05	27.92	16.09	10.76	73.59	39.32	25.28