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SotA/Robots/Activity Recognition/CholecT50 (Challenge)

Activity Recognition on CholecT50 (Challenge)

Metric: mAP (higher is better)

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Results

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#Model↕mAP▼Extra DataPaperDate↕Code
1Team Trequartista38.1YesCholecTriplet2021: A benchmark challenge for sur...2022-04-10Code
2Team 2Ai36.9YesCholecTriplet2021: A benchmark challenge for sur...2022-04-10Code
3Team SIAT CAMI35.8NoCholecTriplet2021: A benchmark challenge for sur...2022-04-10Code
4MoCo V2 Surg SSL - Rendezvous head35.7NoDissecting Self-Supervised Learning Methods for ...2022-07-01Code
5Team HFUT-MedIA32.9NoCholecTriplet2021: A benchmark challenge for sur...2022-04-10Code
6Rendezvous (PyTorch)32.8NoData Splits and Metrics for Method Benchmarking ...2022-04-11Code
7Rendezvous (TensorFlow v1)32.7NoCholecTriplet2021: A benchmark challenge for sur...2022-04-10Code
8Team CITI SJTU32NoCholecTriplet2021: A benchmark challenge for sur...2022-04-10Code
9Team ANL31.9NoCholecTriplet2021: A benchmark challenge for sur...2022-04-10Code
10Team Digital Surgery31.7NoCholecTriplet2021: A benchmark challenge for sur...2022-04-10Code
11RiT: Rendezvous-in-Time30.94NoRendezvous in Time: An Attention-based Temporal ...2022-11-30Code
12Attention Tripnet (PyTorch)27.7NoData Splits and Metrics for Method Benchmarking ...2022-04-11Code
13Tripnet (PyTorch)27.4NoData Splits and Metrics for Method Benchmarking ...2022-04-11Code
14Team Casia Robotics26.7NoCholecTriplet2021: A benchmark challenge for sur...2022-04-10Code
15Team Lsgroup26.3NoCholecTriplet2021: A benchmark challenge for sur...2022-04-10Code
16Team J&M25.6NoCholecTriplet2021: A benchmark challenge for sur...2022-04-10Code
17Attention Tripnet (TensorFlow v1)25.5NoCholecTriplet2021: A benchmark challenge for sur...2022-04-10Code
18Team Ceaiik25.2NoCholecTriplet2021: A benchmark challenge for sur...2022-04-10Code
19Team SJTU-IMR24.8NoCholecTriplet2021: A benchmark challenge for sur...2022-04-10Code
20Tripnet (TensorFlow v1)23.4NoRecognition of Instrument-Tissue Interactions in...2020-07-10Code
21Team SK18.4NoCholecTriplet2021: A benchmark challenge for sur...2022-04-10Code
22Team MMLAB18.1NoCholecTriplet2021: A benchmark challenge for sur...2022-04-10Code
23Team Band of Broeders16YesCholecTriplet2021: A benchmark challenge for sur...2022-04-10Code
24Team NCT-TSO10.4YesCholecTriplet2021: A benchmark challenge for sur...2022-04-10Code
25Team HFUT-NUS9.8NoCholecTriplet2021: A benchmark challenge for sur...2022-04-10Code
26Team CAMP9.3YesCholecTriplet2021: A benchmark challenge for sur...2022-04-10Code
27Team Med Recognizer4.2YesCholecTriplet2021: A benchmark challenge for sur...2022-04-10Code