Temporal Action Localization on EGTEA
48.6mAP@0.1TSASPC
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TSASPCSupervision Type=Point, Processing Mode=Offline2026.07 | 48.6 | 46 | 41.5 | 36.4 | 30.6 | 40.6 | |
| OnPointSupervision Type=Point, Processing Mode=Online2026.07 | 30.9 | 28.6 | 24.5 | 18.9 | 12.6 | 23.1 | |
| OAT-ONMS*Supervision Type=Full, Processing Mode=Online2026.07 | 30.1 | 28.5 | 25.4 | 20 | 14.2 | 23.7 | |
| HATSupervision Type=Full, Processing Mode=Online2026.07 | 27.3 | 25.3 | 21.6 | 16.9 | 12.8 | 20.8 | |
| TSASPC + OAT-ONMS*Supervision Type=Point, Processing Mode=Online2026.07 | 27 | 24.4 | 20.8 | 16 | 10.3 | 19.7 | |
| Distillation-Free Baseline*Supervision Type=Point, Processing Mode=Online2026.07 | 26 | 19.9 | 12.9 | 7.8 | 4.8 | 14.3 | |
| TSASPC + OAT-OSN*Supervision Type=Point, Processing Mode=Online2026.07 | 24.4 | 21.5 | 17.5 | 12 | 7.1 | 16.5 | |
| OAT-OSNSupervision Type=Full, Processing Mode=Online2026.07 | 24.2 | 22.7 | 20.5 | 16.3 | 10.9 | 18.9 | |
| TSASPC + HAT*Supervision Type=Point, Processing Mode=Online2026.07 | 23.7 | 21.4 | 17.5 | 12.5 | 8 | 16.6 | |
| MATR-ONMSSupervision Type=Full, Processing Mode=Online2026.07 | 21.5 | 19.5 | 15.9 | 12.6 | 8.6 | 15.6 | |
| TSASPC + MATR*Supervision Type=Point, Processing Mode=Online2026.07 | 20.6 | 18.4 | 15.1 | 11.1 | 7.1 | 14.5 | |
| HR-ProSupervision Type=Point, Processing Mode=Offline2026.07 | 18.5 | 15.3 | 12.3 | 9.3 | 6.9 | 12.5 |