Surgical Triplet Recognition on CholecT45 (cross-val)
40.2AP (IVT)DiffTriplet
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DiffTripletFeatures=SDSwin (FSDSwin)2024.06 | 40.2 | 95.1 | 71.1 | 51.7 | 46.2 | 47.4 | |
| MT4MTL-KDEnsemble status=No Ensemble2024.06 | 37.1 | 93.1 | 71.8 | 48.8 | 44.9 | 43.1 | |
| SDSwinEnsemble status=No Ensemble2024.06 | 36.1 | — | — | — | — | — | |
| DiffTripletFeatures=Rendezvous (FRDV)2024.06 | 35 | 91.8 | 66.3 | 45.5 | 42.7 | 42.2 | |
| TDN2024.06 | 33.8 | 91.2 | 65.3 | 43.7 | — | — | |
| ConceptNet-ViT2024.06 | 30.6 | 88.3 | 65.1 | 43.8 | 33.7 | 33.4 | |
| RiT2024.06 | 29.7 | 88.6 | 64 | 43.4 | 38.3 | 36.9 | |
| Rendezvous2024.06 | 29.4 | 89.3 | 62 | 40 | 34 | 30.8 | |
| Attention Triplet2024.06 | 27.2 | 89.1 | 61.2 | 40.3 | 33 | 29.4 | |
| Tripnet2024.06 | 24.4 | 89.9 | 59.9 | 37.4 | 31.8 | 27.1 |