Surgical phase recognition on HeiChole Benchmark
Metric: F1 (higher is better)
LeaderboardDataset
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Results
Submit a result| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MuST | 77.25 | No | MuST: Multi-Scale Transformers for Surgical Phas... | 2024-07-24 | Code |
| 2 | CAMMA1 (challenge model) | 68.8 | No | Comparative Validation of Machine Learning Algor... | 2021-09-30 | - |
| 3 | HIKVision (challenge model) | 65.4 | No | Comparative Validation of Machine Learning Algor... | 2021-09-30 | - |
| 4 | CUHK (challenge model) | 65 | No | Comparative Validation of Machine Learning Algor... | 2021-09-30 | - |
| 5 | MoCo V2 Surg SSL - TCN head | 64.7 | No | Dissecting Self-Supervised Learning Methods for ... | 2022-07-01 | Code |