Egocentric Action Anticipation on EPIC-KITCHENS (test)
35.32Top-5 Action Accuracy @ 1sRU-LSTM
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RU-LSTM2020.05 | 35.32 | 29.44 | 30.73 | 32.24 | 33.41 | 36.34 | 37.37 | 38.98 | 79.55 | 51.79 | 43.72 | 49.9 | 15.1 | 1.62 | 1.11 | 0.76 | |
| LSTM2020.05 | 29.89 | 26.45 | 27.11 | 28.22 | 29.24 | 31.03 | 31.88 | 33.19 | 76.33 | 44.21 | 39.31 | 40.3 | 10.42 | 1.56 | 0.93 | 0.63 | |
| RL2020.05 | 29.61 | 25.95 | 26.49 | 27.15 | 28.48 | 30.81 | 31.86 | 32.84 | 76.79 | 44.53 | 40.8 | 40.87 | 10.64 | 1.57 | 0.94 | 0.62 | |
| EL2020.05 | 28.56 | 24.68 | 25.68 | 26.41 | 27.35 | 30.27 | 31.5 | 33.55 | 75.66 | 43.72 | 38.7 | 40.32 | 8.62 | 1.55 | 0.94 | 0.62 | |
| FN2020.05 | 26.27 | 23.47 | 24.07 | 24.68 | 25.66 | 26.87 | 27.88 | 28.96 | 74.84 | 40.87 | 35.3 | 37.77 | 6.64 | 1.52 | 0.86 | 0.56 | |
| MCE2020.05 | 26.11 | — | — | — | — | — | — | — | 73.35 | 38.86 | 34.62 | 32.59 | 6.5 | — | — | — | |
| ED2020.05 | 25.75 | 21.53 | 22.22 | 23.2 | 24.78 | 26.69 | 27.66 | 29.74 | 75.46 | 42.96 | 41.77 | 42.59 | 10.97 | 1.6 | 1.02 | 0.63 | |
| ED*2020.05 | 25.2 | 21.45 | 22.37 | 23.26 | 24.51 | 26.34 | 27.45 | 28.67 | 76.24 | 42.18 | 42.25 | 42 | 9.98 | 1.59 | 0.99 | 0.61 | |
| TCN2020.05 | 21.82 | 19.33 | 19.95 | 20.43 | 20.82 | 23.03 | 23.35 | 24.4 | 73.93 | 36.75 | 28.95 | 30.28 | 5.28 | 1.54 | 0.88 | 0.56 | |
| DMR2020.05 | 16.86 | — | — | — | — | — | — | — | 73.66 | 29.99 | 24.5 | 20.89 | 3.23 | — | — | — | |
| ATSN2020.05 | 16.29 | — | — | — | — | — | — | — | 77.3 | 39.93 | 33.08 | 32.77 | 7.6 | — | — | — |