Surgical Report Generation on TORS Target Domain 1.0 (one shot)
0.5678BLEU-1M2T
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| M2TStage 1 Feature Extractor=ResNet18 [10], Stage 2 Caption Model=M2T [6] (fine-tune)2021.07 | 0.5678 | 0.4114 | 0.3301 | 0.2556 | 0.2759 | 0.5006 | 1.936 | |
| CISCStage 1 Feature Extractor=ResNet18 + CISC, Stage 2 Caption Model=M2T + CL2021.07 | 0.5626 | 0.472 | 0.417 | 0.3648 | 0.2857 | 0.5147 | 2.4641 | |
| CIStage 1 Feature Extractor=ResNet18 + CI, Stage 2 Caption Model=M2T2021.07 | 0.5439 | 0.4534 | 0.403 | 0.352 | 0.2886 | 0.5279 | 2.2741 | |
| CICLStage 1 Feature Extractor=ResNet18 + CICL, Stage 2 Caption Model=M2T + CL2021.07 | 0.5088 | 0.4568 | 0.4277 | 0.3758 | 0.3286 | 0.5071 | 2.3617 | |
| M2TStage 1 Feature Extractor=ResNet18 [10], Stage 2 Caption Model=M2T [6] (direct)2021.07 | 0.2408 | 0.098 | 0.0319 | 0 | 0.1051 | 0.2407 | 0.1348 |