Early Action Recognition on EGTEA Gaze+ benchmark leaderboard · SOTA2 Research

Early Action Recognition on EGTEA Gaze+

50.22Top-1 Acc (12.5%)LSTM

Evaluation Results

Method	Links
LSTM2020.05		50.22	53.82	55.73	57.2	58.01	58.79	59.09	59.32	36.2	35.46	46.89
TCN2020.05		49.61	52.88	55.47	56.24	56.9	57.58	57.62	56.11	34.58	33.54	45.13
Rolling-Unrolling LSTM2019.05		45.94	51.84	54.39	57.05	58.15	59.31	60.1	60.2	—	—	—
RU-LSTM2020.05		45.94	51.84	54.39	57.05	58.15	59.31	60.1	60.2	34.91	34.64	45.57
RL2019.05		45.42	51	54.2	56.54	58.09	58.93	59.29	59.5	—	—	—
RL2020.05		45.42	51	54.2	56.54	58.09	58.93	59.29	59.5	37.8	36.86	48.43
FN2019.05		44.02	50.32	53.34	55.1	56.58	57.31	57.95	57.72	—	—	—
FN2020.05		44.02	50.32	53.34	55.1	56.58	57.31	57.95	57.72	37.07	37.8	48.94
EL2019.05		40.31	48.08	51.84	54.71	56.93	58.45	59.55	60.18	—	—	—
EL2020.05		40.31	48.08	51.84	54.71	56.93	58.45	59.55	60.18	38.91	37.48	49.93