| CholecTriplet2021: A benchmark challenge for surgical action triplet recognition | ✓ Link | 38.1 | Team Trequartista | 2022-04-10 |
| CholecTriplet2021: A benchmark challenge for surgical action triplet recognition | ✓ Link | 36.9 | Team 2Ai | 2022-04-10 |
| CholecTriplet2021: A benchmark challenge for surgical action triplet recognition | ✓ Link | 35.8 | Team SIAT CAMI | 2022-04-10 |
| Dissecting Self-Supervised Learning Methods for Surgical Computer Vision | ✓ Link | 35.7 | MoCo V2 Surg SSL - Rendezvous head | 2022-07-01 |
| CholecTriplet2021: A benchmark challenge for surgical action triplet recognition | ✓ Link | 32.9 | Team HFUT-MedIA | 2022-04-10 |
| Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets | ✓ Link | 32.8 | Rendezvous (PyTorch) | 2022-04-11 |
| CholecTriplet2021: A benchmark challenge for surgical action triplet recognition | ✓ Link | 32.7 | Rendezvous (TensorFlow v1) | 2022-04-10 |
| CholecTriplet2021: A benchmark challenge for surgical action triplet recognition | ✓ Link | 32.0 | Team CITI SJTU | 2022-04-10 |
| CholecTriplet2021: A benchmark challenge for surgical action triplet recognition | ✓ Link | 31.9 | Team ANL | 2022-04-10 |
| CholecTriplet2021: A benchmark challenge for surgical action triplet recognition | ✓ Link | 31.7 | Team Digital Surgery | 2022-04-10 |
| Rendezvous in Time: An Attention-based Temporal Fusion approach for Surgical Triplet Recognition | ✓ Link | 30.94 | RiT: Rendezvous-in-Time | 2022-11-30 |
| Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets | ✓ Link | 27.7 | Attention Tripnet (PyTorch) | 2022-04-11 |
| Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets | ✓ Link | 27.4 | Tripnet (PyTorch) | 2022-04-11 |
| CholecTriplet2021: A benchmark challenge for surgical action triplet recognition | ✓ Link | 26.7 | Team Casia Robotics | 2022-04-10 |
| CholecTriplet2021: A benchmark challenge for surgical action triplet recognition | ✓ Link | 26.3 | Team Lsgroup | 2022-04-10 |
| CholecTriplet2021: A benchmark challenge for surgical action triplet recognition | ✓ Link | 25.6 | Team J&M | 2022-04-10 |
| CholecTriplet2021: A benchmark challenge for surgical action triplet recognition | ✓ Link | 25.5 | Attention Tripnet (TensorFlow v1) | 2022-04-10 |
| CholecTriplet2021: A benchmark challenge for surgical action triplet recognition | ✓ Link | 25.2 | Team Ceaiik | 2022-04-10 |
| CholecTriplet2021: A benchmark challenge for surgical action triplet recognition | ✓ Link | 24.8 | Team SJTU-IMR | 2022-04-10 |
| Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets | ✓ Link | 23.4 | Tripnet (TensorFlow v1) | 2020-07-10 |
| CholecTriplet2021: A benchmark challenge for surgical action triplet recognition | ✓ Link | 18.4 | Team SK | 2022-04-10 |
| CholecTriplet2021: A benchmark challenge for surgical action triplet recognition | ✓ Link | 18.1 | Team MMLAB | 2022-04-10 |
| CholecTriplet2021: A benchmark challenge for surgical action triplet recognition | ✓ Link | 16.0 | Team Band of Broeders | 2022-04-10 |
| CholecTriplet2021: A benchmark challenge for surgical action triplet recognition | ✓ Link | 10.4 | Team NCT-TSO | 2022-04-10 |
| CholecTriplet2021: A benchmark challenge for surgical action triplet recognition | ✓ Link | 9.8 | Team HFUT-NUS | 2022-04-10 |
| CholecTriplet2021: A benchmark challenge for surgical action triplet recognition | ✓ Link | 9.3 | Team CAMP | 2022-04-10 |
| CholecTriplet2021: A benchmark challenge for surgical action triplet recognition | ✓ Link | 4.2 | Team Med Recognizer | 2022-04-10 |