The leaderboard is for the global tracking of model performance on the datasets:
- CholecT50 : view
- CholecT50 (challenge - recognition) : view
- CholecT50 (challenge - detection) : view
- CholecT50 (cross-val): view
- CholecT45 (cross-val): view
- CholecT40 : view
Published and arXiv papers following any of the official data splits [1] will be automatically updated on the leaderboard by paperswithcode
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- Ensure you specify the correct variant of the dataset used and follow the official split.
- Ensure you compare your method with only the results from methods evalauted on the same variant of the dataset.
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[1] C.I. Nwoye, N. Padoy. Data Splits and Metrics for Benchmarking Methods on Surgical Action Triplet Datasets. arXiv PrePrint arXiv:2204.05235. 2022.
@article{nwoye2022data, title={Data Splits and Metrics for Benchmarking Methods on Surgical Action Triplet Datasets}, author={Nwoye, Chinedu Innocent and Padoy, Nicolas}, journal={arXiv preprint arXiv:2204.05235}, year={2022} }