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Action Triplet Recognition On Cholect50 1

Metrics

mAP

Results

Performance results of various models on this benchmark

Paper TitleRepository
Team Trequartista38.1CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Team 2Ai36.9CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Team SIAT CAMI35.8CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
MoCo V2 Surg SSL - Rendezvous head35.7Dissecting Self-Supervised Learning Methods for Surgical Computer Vision
Team HFUT-MedIA32.9CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Rendezvous (PyTorch)32.8Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets
Rendezvous (TensorFlow v1)32.7CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Team CITI SJTU32.0CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Team ANL31.9CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Team Digital Surgery31.7CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
RiT: Rendezvous-in-Time30.94Rendezvous in Time: An Attention-based Temporal Fusion approach for Surgical Triplet Recognition
Attention Tripnet (PyTorch)27.7Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets
Tripnet (PyTorch)27.4Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets
Team Casia Robotics26.7CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Team Lsgroup26.3CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Team J&M25.6CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Attention Tripnet (TensorFlow v1)25.5CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Team Ceaiik25.2CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Team SJTU-IMR24.8CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Tripnet (TensorFlow v1)23.4Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets
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Action Triplet Recognition On Cholect50 1 | SOTA | HyperAI