Temporal Action Segmentation on MCFS 22
81.5AccuracyLaDy
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LaDy2026.03 | 81.5 | 89.8 | 90.8 | 86.7 | 76.7 | |
| LaSASupervision=Fully Supervised2026.03 | 80.8 | 86.7 | 89.3 | 86.2 | 76.3 | |
| LaSA2026.03 | 80.8 | 86.7 | 89.3 | 86.2 | 76.3 | |
| DeST-FormerSupervision=Fully Supervised2026.03 | 80.4 | 85.2 | 87.4 | 84.5 | 75 | |
| DeST-Former2026.03 | 80.4 | 85.2 | 87.4 | 84.5 | 75 | |
| IDT-GCN2026.03 | 79.9 | 84.5 | 88 | 84.9 | 74.9 | |
| DeST-TCNSupervision=Fully Supervised2026.03 | 78.7 | 82.3 | 86.6 | 83.5 | 73.2 | |
| ASFormer2026.03 | 78.7 | 82.3 | 82.8 | 77.9 | 66.9 | |
| DeST-TCN2026.03 | 78.7 | 82.3 | 86.6 | 83.5 | 73.2 | |
| MS-TCNSupervision=Fully Supervised2026.03 | 75.6 | 74.2 | 74.3 | 69.7 | 59.5 | |
| MS-TCN2026.03 | 75.6 | 74.2 | 74.3 | 69.7 | 59.5 | |
| MS-GCNSupervision=Fully Supervised2026.03 | 75.5 | 72.6 | 75.7 | 70.5 | 57.9 | |
| ASRF2026.03 | 75.5 | 77.3 | 83.3 | 80.1 | 69.2 | |
| MS-GCN2026.03 | 75.5 | 72.6 | 75.7 | 70.5 | 57.9 | |
| OursSupervision=Point Supervised2026.03 | 69.1 | 67.5 | 67 | 61.4 | 46.5 | |
| TSASPCSupervision=Point Supervised2026.03 | 67.1 | 66.1 | 65.1 | 59.6 | 44.7 | |
| TS-SupSupervision=Point Supervised2026.03 | 59.3 | 63.5 | 63.7 | 57.5 | 39.2 |