Temporal Action Segmentation on MCFS-130
72.8AccuracyLaDy
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LaDy2026.03 | 72.8 | 79.7 | 80 | 76.8 | 66.9 | |
| Spectral ScalpelMethod Category=STAS2026.03 | 72.7 | 78 | 79.7 | 76.5 | 67.6 | |
| LaSASupervision=Fully Supervised2026.03 | 72.6 | 79.3 | 79.3 | 75.8 | 66.6 | |
| LaSAMethod Category=STAS2026.03 | 72.6 | 79.3 | 79.3 | 75.8 | 66.6 | |
| LaSA2026.03 | 72.6 | 79.3 | 79.3 | 75.8 | 66.6 | |
| LTContextMethod Category=VTAS2026.03 | 72.2 | 74.2 | 74.6 | 70 | 59.6 | |
| DeST-FormerSupervision=Fully Supervised2026.03 | 71.4 | 75.8 | 75.8 | 72.2 | 63 | |
| DeST-FormerMethod Category=STAS2026.03 | 71.4 | 75.8 | 75.8 | 72.2 | 63 | |
| DeST-Former2026.03 | 71.4 | 75.8 | 75.8 | 72.2 | 63 | |
| DeST-TCNSupervision=Fully Supervised2026.03 | 70.5 | 73.8 | 74 | 70.7 | 61.8 | |
| DeST-TCNMethod Category=STAS2026.03 | 70.5 | 73.8 | 74 | 70.7 | 61.8 | |
| DeST-TCN2026.03 | 70.5 | 73.8 | 74 | 70.7 | 61.8 | |
| IDT-GCNMethod Category=STAS2026.03 | 68.6 | 70.2 | 70.7 | 67.3 | 58.6 | |
| IDT-GCN2026.03 | 68.6 | 70.2 | 70.7 | 67.3 | 58.6 | |
| ASFormerMethod Category=VTAS2026.03 | 67.5 | 69.1 | 68.3 | 64 | 55.1 | |
| ASFormer2026.03 | 67.5 | 69.1 | 68.3 | 64 | 55.1 | |
| SCSAS2026.03 | 67.4 | 66.9 | 65.8 | 62.2 | 53.1 | |
| MS-TCNSupervision=Fully Supervised2026.03 | 65.7 | 54.5 | 56.4 | 52.2 | 42.5 | |
| MS-TCNMethod Category=VTAS2026.03 | 65.7 | 54.5 | 56.4 | 52.2 | 42.5 | |
| MS-TCN2026.03 | 65.7 | 54.5 | 56.4 | 52.2 | 42.5 | |
| ASRFMethod Category=VTAS2026.03 | 65.6 | 65.6 | 66.7 | 62.3 | 51.9 | |
| ASRF2026.03 | 65.6 | 65.6 | 66.7 | 62.3 | 51.9 | |
| MS-TCN++Method Category=VTAS2026.03 | 65.5 | 59.8 | 60.1 | 55.7 | 46.1 | |
| MS-GCNSupervision=Fully Supervised2026.03 | 64.9 | 52.6 | 52.4 | 48.8 | 39.1 | |
| MS-GCNMethod Category=STAS2026.03 | 64.9 | 52.6 | 52.4 | 48.8 | 39.1 | |
| MS-GCN2026.03 | 64.9 | 52.6 | 52.4 | 48.8 | 39.1 | |
| OursSupervision=Point Supervised2026.03 | 59.1 | 53.2 | 53.8 | 48.9 | 36.9 | |
| TSASPCSupervision=Point Supervised2026.03 | 57.6 | 51.8 | 52.5 | 47.3 | 35.1 | |
| TS-SupSupervision=Point Supervised2026.03 | 55.4 | 50.7 | 51.8 | 46.8 | 33.9 |