CholecT50
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Surgical action recognition | CholecT50 | mAP61.9 | 15 | |
| Instrument Recognition | CholecT50 | i_mAP40.7 | 8 | |
| Instrument-tissue interaction recognition | CholecT50 (RDV) | API86.37 | 8 | |
| Instrument-tissue interaction recognition | CholecT50 Unseen-Verb | API74.31 | 6 | |
| Surgical Action Planning | CholecT50 SAP (test) | SLAcc Top-147.37 | 6 | |
| Surgical Triplet Association | CholecT50 (test) | AP (IV)39.4 | 6 | |
| Surgical Component Detection | CholecT50 (test) | AP (Instrument)92.1 | 6 |
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