Lung Nodule Segmentation on LUNA16 (10 folds)
42.05Mean DSCTraining-Free Guidance (TFG) of 3D Rectified Flow
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Training-Free Guidance (TFG) of 3D Rectified FlowBackbone=MedSAM2026.04 | 42.05 | 12.5 | |
| Integrated GradsBackbone=MedSAM2026.04 | 36.95 | 31.72 | |
| WeakMedSAMBackbone=MedSAM2026.04 | 35.07 | 73.43 | |
| Training-Free Guidance (TFG) of 3D Rectified FlowBackbone=RadImgNet2026.04 | 35.01 | 44.42 | |
| Integrated GradsBackbone=RadImgNet2026.04 | 33.89 | 201.87 | |
| Grad-CAMBackbone=MedSAM2026.04 | 30.88 | 28.13 | |
| Score-CAMBackbone=MedSAM2026.04 | 30.42 | 22.42 | |
| CAMBackbone=MedSAM2026.04 | 29.04 | 25.84 | |
| Score-CAMBackbone=RadImgNet2026.04 | 26.19 | 83.26 | |
| CAMBackbone=RadImgNet2026.04 | 19.23 | 44.63 | |
| Grad-CAMBackbone=RadImgNet2026.04 | 14.77 | 69.41 |