Egocentric Action Anticipation on EPIC-KITCHENS (val)
35.6Top-5 Action Accuracy @ 1.0sImagineRNN
Evaluation Results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ImagineRNN2021.01 | 35.6 | — | — | 32.5 | 33.6 | 36.7 | 38.5 | 39.4 | — | — | — | — | — | — | — | — | — | |
| RU2019.05 | 35.32 | 29.44 | 30.73 | 32.24 | 33.41 | 36.34 | 37.37 | 38.98 | 79.55 | 51.79 | 35.32 | 43.72 | 49.9 | 15.1 | 1.62 | 1.11 | 0.76 | |
| RULSTM2021.01 | 35.3 | — | — | 32.2 | 33.4 | 36.3 | 37.3 | 39 | — | — | — | — | — | — | — | — | — | |
| FMRNN2021.01 | 32.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RL2019.05 | 29.61 | 25.95 | 26.49 | 27.15 | 28.48 | 30.81 | 31.86 | 32.84 | 76.79 | 44.53 | 29.61 | 40.8 | 40.87 | 10.64 | 1.57 | 0.94 | 0.62 | |
| EL2021.01 | 28.6 | — | — | 26.4 | 27.4 | 30.3 | 31.5 | 33.6 | — | — | — | — | — | — | — | — | — | |
| EL2019.05 | 28.56 | 24.68 | 25.68 | 26.41 | 27.35 | 30.27 | 31.5 | 33.55 | 75.66 | 43.72 | 28.56 | 38.7 | 40.32 | 8.62 | 1.55 | 0.94 | 0.62 | |
| FN2021.01 | 26.3 | — | — | 24.7 | 25.7 | 26.9 | 27.9 | 29 | — | — | — | — | — | — | — | — | — | |
| FN2019.05 | 26.27 | 23.47 | 24.07 | 24.68 | 25.66 | 26.87 | 27.88 | 28.96 | 74.84 | 40.87 | 26.27 | 35.3 | 37.77 | 6.64 | 1.52 | 0.86 | 0.56 | |
| MCE2019.05 | 26.11 | — | — | — | — | — | — | — | 73.35 | 38.86 | 26.11 | 34.62 | 32.59 | 6.5 | — | — | — | |
| MCE2021.01 | 26.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| ED2021.01 | 25.8 | — | — | 23.2 | 24.8 | 26.7 | 27.7 | 29.7 | — | — | — | — | — | — | — | — | — | |
| ED2019.05 | 25.75 | 21.53 | 22.22 | 23.2 | 24.78 | 26.69 | 27.66 | 29.74 | 75.46 | 42.96 | 25.75 | 41.77 | 42.59 | 10.97 | 1.6 | 1.02 | 0.63 | |
| DMR2021.01 | 16.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DMR2019.05 | 16.86 | — | — | — | — | — | — | — | 73.66 | 29.99 | 16.86 | 24.5 | 20.89 | 3.23 | — | — | — | |
| ATSN2021.01 | 16.3 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| ATSN2019.05 | 16.29 | — | — | — | — | — | — | — | 77.3 | 39.93 | 16.29 | 33.08 | 32.77 | 7.6 | — | — | — |