Cataract
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Surgical Phase Recognition | Cataract-101 | Accuracy96.9 | 20 | |
| Video Synthesis | Cataract-1k (test) | FVD73 | 16 | |
| Surgical Phase Recognition | Cataract-1k | Accuracy71.69 | 6 | |
| Scene Graph Alignment | Cataract-1k (test) | BB IoU73.1 | 5 | |
| Phase Recognition | Cataract-1k (train test) | Accuracy94.2 | 4 | |
| Surgical Phase Classification | Cataract-101 (6-fold cross-val) | Metric- | 0 | |
| Remaining Surgical Duration Prediction | Cataract-101 Entire Video | Metric- | 0 | |
| Remaining Surgical Duration Prediction | Cataract-101 (Last 2 minutes) | Metric- | 0 | |
| Remaining Surgical Duration Prediction | Cataract-101 (End of Hydrodissection) | Metric- | 0 |
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