CholecT45
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Surgical Triplet Recognition | CholecT45 (cross-val) | AP (IVT)40.2 | 10 | |
| Surgical action recognition | CholecT45 (val) | Triplet mAP38.5 | 6 | |
| Triplet Recognition | CholecT45-Scene | AP (I)93.5 | 5 | |
| Phase Recognition | CholecT45 Scene (test) | Video-level Accuracy84.2 | 4 | |
| Triplet-entity grounding | CholecT45 Scene | IoU (Entity I)87.8 | 4 |
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