Dense Action Anticipation on 50 Salads (50S)
41Top-1 Acc (tau_o=20%, tau_a=10%)S-GEAR
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| S-GEAR2024.07 | 41 | 28.5 | 21.5 | 15.3 | 41 | 27.8 | 21.4 | 16.7 | |
| SRL2024.07 | 37.9 | 28.8 | 21.3 | 11.1 | 37.5 | 24.1 | 17.1 | 9.1 | |
| Time-Cond.2024.07 | 32.5 | 27.6 | 21.3 | 16 | 35.1 | 27.1 | 22.1 | 15.5 | |
| RNN2024.07 | 30.1 | 25.4 | 18.7 | 13.5 | 30.8 | 17.2 | 14.8 | 9.8 | |
| Uncertainty2024.07 | 28.9 | 22.4 | 19.9 | 12.8 | 29.1 | 20.5 | 15.3 | 12.3 | |
| Grammar-based2024.07 | 24.7 | 22.3 | 19.8 | 12.7 | 29.7 | 19.2 | 15.2 | 13.1 | |
| RU-LSTM2024.07 | 22.2 | 17.8 | 12.7 | 8.3 | 22.3 | 15.5 | 10.8 | 5.2 | |
| CNN model2024.07 | 21.2 | 19 | 16 | 9.9 | 29.1 | 20.1 | 17.5 | 10.9 |