Temporal Action Localization on THUMOS14
74.2mAPActionVLM-B-3B
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ActionVLM-B-3BWindow Size=7682026.01 | 74.2 | — | — | — | — | 656 | 741 | |
| ActionVLM-S-3BWindow Size=7682026.01 | 72 | — | — | — | — | 289 | 374 | |
| AdaTAD-BWindow Size=7682026.01 | 71.5 | — | — | — | — | 601 | 626 | |
| AdaTAD-SWindow Size=7682026.01 | 68.8 | — | — | — | — | 265 | 306 | |
| TimemarkerWindow Size=1282026.01 | 42.9 | — | — | — | — | 229 | 1,079 | |
| VTimeLLMWindow Size=1282026.01 | 33.4 | — | — | — | — | 213 | 928 | |
| proposal-based prediction paradigmIoU threshold=0.52020.12 | — | 59.5 | 40.5 | 57.6 | 47.4 | — | — | |
| SF-NetIoU threshold=0.52020.12 | — | 73.3 | 26.7 | 51.8 | 35.1 | — | — |