Temporal Action Localization on HOI4D-O
77.7mAP@0.1TSASPC
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TSASPCSupervision Type=Point, Processing Mode=Offline2026.07 | 77.7 | 73.5 | 68 | 59.8 | 51.2 | 66 | |
| HR-ProSupervision Type=Point, Processing Mode=Offline2026.07 | 69.4 | 64.6 | 57.4 | 49.7 | 41.3 | 56.5 | |
| HATSupervision Type=Full, Processing Mode=Online2026.07 | 59.3 | 55.9 | 49 | 42.1 | 32.9 | 47.8 | |
| OnPointSupervision Type=Point, Processing Mode=Online2026.07 | 58.2 | 53.5 | 47.4 | 37.4 | 26.4 | 44.6 | |
| MATR-ONMSSupervision Type=Full, Processing Mode=Online2026.07 | 57.9 | 54.5 | 48.8 | 42.9 | 34.6 | 47.7 | |
| OAT-ONMS*Supervision Type=Full, Processing Mode=Online2026.07 | 57.2 | 54.7 | 49.9 | 44.5 | 37.7 | 48.8 | |
| TSASPC + OAT-ONMS*Supervision Type=Point, Processing Mode=Online2026.07 | 55.9 | 52.6 | 45.2 | 35.2 | 22.6 | 42.3 | |
| TSASPC + MATR*Supervision Type=Point, Processing Mode=Online2026.07 | 55.8 | 51.5 | 44.8 | 32.9 | 22.7 | 41.6 | |
| TSASPC + OAT-OSN*Supervision Type=Point, Processing Mode=Online2026.07 | 55.6 | 49.8 | 42 | 33.3 | 24.2 | 41 | |
| TSASPC + HAT*Supervision Type=Point, Processing Mode=Online2026.07 | 55.6 | 50.4 | 43 | 36.1 | 24.7 | 42 | |
| OAT-OSNSupervision Type=Full, Processing Mode=Online2026.07 | 55.5 | 53.2 | 48.9 | 42 | 33.8 | 46.7 | |
| Distillation-Free Baseline*Supervision Type=Point, Processing Mode=Online2026.07 | 45.3 | 28.9 | 16.7 | 7.9 | 4 | 20.6 |