Surgical Triplet Recognition on CholecT50 (cross-validation)
40.3APIVTDiffTriplet
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DiffTripletFeatures=SDSwin (FSDSwin)2024.06 | 40.3 | 95.3 | 70.9 | 53.1 | 46.4 | 48.2 | |
| Chain-of-LookEvaluation Protocol=Rendezvous setting, Input Modality=Extra textual information and language models2024.06 | 38.2 | 94.1 | 62.5 | 41.9 | 41.7 | 39.5 | |
| SDSwinEvaluation Protocol=Challenge setting, Ensemble status=No Ensemble2024.06 | 37.3 | — | — | — | — | — | |
| MT4MTL-KDEvaluation Protocol=Rendezvous setting, Ensemble status=No Ensemble2024.06 | 37.2 | 86.8 | 57.5 | 46.3 | 39.5 | 41.3 | |
| Forest GCNEvaluation Protocol=Rendezvous setting, Input Modality=Extra textual information and language models2024.06 | 36.7 | 93.1 | 60.1 | 40.2 | 36.2 | 37.5 | |
| SDSwinSource=Public codes, Ensemble status=No Ensemble2024.06 | 36.2 | — | — | — | — | — | |
| MT-FISTEvaluation Protocol=Rendezvous setting2024.06 | 35.8 | 82.1 | 51.5 | 45.5 | 37.1 | 43.1 | |
| MoCoV2Evaluation Protocol=Challenge setting2024.06 | 35.7 | — | — | — | — | — | |
| DiffTripletFeatures=Rendezvous (FRDV)2024.06 | 35.1 | 92.6 | 66.2 | 45 | 42.5 | 42.4 | |
| Rendezvous2024.06 | 29.4 | 89.4 | 60.4 | 40.3 | 34.5 | 31.8 |