Action Segmentation on GTEA (Accuracy and F1 Thresholds)
68.5AccuracyEgoNet+TDD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EgoNet+TDD2017.05 | 68.5 | — | — | — | |
| TricorNetconvolution length=20, hidden states (H)=642017.05 | 64.8 | 76 | 71.1 | 59.2 | |
| TricorNet (low)convolution length=20, hidden states (H)=642017.05 | 64.7 | 77.3 | 73.4 | 62.9 | |
| EgoNet+TDD2016.11 | 64.4 | — | — | — | |
| ED-TCN2017.05 | 64 | 72.2 | 69.3 | 56 | |
| ED-TCN2016.11 | 64 | 72.2 | 69.3 | 56 | |
| TricorNet (high)convolution length=20, hidden states (H)=642017.05 | 62.4 | 75.2 | 71.3 | 58 | |
| ST-CNN2017.05 | 60.6 | 58.7 | 54.4 | 41.9 | |
| ST-CNN2016.11 | 60.6 | 58.7 | 54.4 | 41.9 | |
| Dilated TCN2017.05 | 58.3 | 58.8 | 52.2 | 42.2 | |
| Dilated TCN2016.11 | 58.3 | 58.8 | 52.2 | 42.2 | |
| Bi-LSTM2017.05 | 55.5 | 66.5 | 59 | 43.6 | |
| Bi-LSTM2016.11 | 55.5 | 66.5 | 59 | 43.6 | |
| Spatial CNN2017.05 | 54.1 | 41.8 | 36 | 25.1 | |
| Spatial CNN2016.11 | 54.1 | 41.8 | 36 | 25.1 |