M2CAI
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Surgical workflow recognition | M2CAI 2016 | Accuracy89.45 | 39 | |
| Surgical Video Recognition | M2CAI16 | Top-1 Accuracy38.05 | 14 | |
| Visual Question Localization and Answering | M2CAI16 t=2 | Accuracy51.06 | 10 | |
| Surgical Phase Recognition | M2CAI16 (test) | Accuracy89.9 | 10 | |
| Object Detection | m2cai16 | mAP53.9 | 8 | |
| Surgical Phase Recognition | M2CAI 16 (five-fold cross-val) | Accuracy75.2 | 4 | |
| Medical Image Segmentation | M2CAI | Dice88.1 | 2 |
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