Action Triplet Recognition On Cholect50
Metrics
Mean AP
Results
Performance results of various models on this benchmark
Model Name | Mean AP | Paper Title | Repository |
|---|---|---|---|
| Rendezvous (TensorFlow v1) | 29.9 | Rendezvous: Attention Mechanisms for the Recognition of Surgical Action Triplets in Endoscopic Videos | |
| Rendezvous (PyTorch) | 29.5 | Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets | |
| Attention Tripnet (TensorFlow v1) | 23.4 | Rendezvous: Attention Mechanisms for the Recognition of Surgical Action Triplets in Endoscopic Videos | |
| Attention Tripnet (PyTorch) | 23.3 | Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets | |
| Tripnet (PyTorch) | 21.6 | Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets | |
| Tripnet (TensorFlow v1) | 20.0 | Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets |
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