Cholec
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Triplet Recognition | CholecT50 | Accuracy (Triplet)51.69 | 23 | |
| Surgical tool presence detection | Cholec80 | mAP93.7 | 15 | |
| Surgical Triplet Recognition | CholecT50 | API80.53 | 13 | |
| Video Object Segmentation | Cholec (test) | mBO-V29.2 | 6 | |
| Object-Centric Video Segmentation | Cholec | mBO-V31.4 | 6 | |
| Unsupervised segmentation | Cholec Tissue Mask | mBO-V33.4 | 6 | |
| Unsupervised segmentation | Cholec instruments only | mBO-V28.8 | 6 | |
| Surgical object recognition | CholecT50 (test) | Precision64.8 | 5 | |
| Triplet Recognition | CholecT45 (val) | AP_I89.9 | 3 |
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