Surgical action recognition on CholecTriplet 2022 (test)
37.4Triplet mAPSwinT + MultiT + SelfD + Ens
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SwinT + MultiT + SelfD + EnsBackbone=Swin Transformer, Multi-task learning=true, Self-distillation=true, Ensembling=true2023.03 | 37.4 | 74 | |
| SwinT + MultiT + SelfDBackbone=Swin Transformer, Multi-task learning=true, Self-distillation=true, Ensembling=false2023.03 | 37.3 | 73.3 | |
| SwinT + SelfDBackbone=Swin Transformer, Multi-task learning=false, Self-distillation=true, Ensembling=false2023.03 | 36.1 | 72.9 | |
| SwinT + MultiTBackbone=Swin Transformer, Multi-task learning=true, Self-distillation=false, Ensembling=false2023.03 | 33.8 | 71.6 | |
| SwinTBackbone=Swin Transformer, Multi-task learning=false, Self-distillation=false, Ensembling=false2023.03 | 32.9 | 70.7 | |
| Rendezvous2023.03 | 32.7 | 69.3 |