Long-term Action Anticipation on Breakfast (test)
28.25MoC (alpha=0.2, beta=0.1)ActFusion
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| ActFusioninput type=feature2024.12 | 28.25 | 25.52 | 24.66 | 23.25 | 35.79 | 31.76 | 29.64 | 28.78 | |
| FUTRinput type=feature2024.12 | 27.7 | 24.55 | 22.83 | 22.04 | 32.27 | 29.88 | 27.49 | 25.87 | |
| A-ACTinput type=feature2024.12 | 26.7 | 24.3 | 23.2 | 21.7 | 30.8 | 28.3 | 26.1 | 25.8 | |
| Cycle Cons.input type=feature2024.12 | 25.88 | 23.42 | 22.42 | 21.54 | 29.66 | 27.37 | 25.58 | 25.2 | |
| Temporal Agg.input type=feature2024.12 | 24.2 | 21.1 | 20 | 18.1 | 30.4 | 26.3 | 23.8 | 21.2 | |
| Time-Cond.input type=label2024.12 | 18.41 | 17.21 | 16.42 | 15.84 | 22.75 | 20.44 | 19.64 | 19.75 | |
| RNNinput type=label2024.12 | 18.11 | 17.2 | 15.94 | 15.81 | 21.64 | 20.02 | 19.73 | 19.21 | |
| CNNinput type=label2024.12 | 17.9 | 16.35 | 15.37 | 14.54 | 22.44 | 20.12 | 19.69 | 18.76 | |
| UAAA (mode)input type=label2024.12 | 16.71 | 15.4 | 14.47 | 14.2 | 20.73 | 18.27 | 18.42 | 16.86 |