Snippet localization on RefCT internal (test)
36MAE (mm)Loc. loss only
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Loc. loss onlyloss configuration=localization loss only2026.03 | 36 | 19.9 | 45.2 | 62.7 | |
| RadFinder2026.03 | 36.3 | 20.3 | 45.3 | 61.8 | |
| SigLIP2fine-tuning=true, tuning_protocol=contrastive loss on RefCT snippet-slice pairs2026.03 | 67 | 17.4 | 35.8 | 48.7 | |
| MedSigLIP-448Resolution=4482026.03 | 75.6 | 9.7 | 26.2 | 40.1 | |
| SigLIP2fine-tuning=false2026.03 | 82.4 | 7.8 | 19.3 | 31.5 | |
| BiomedCLIP2026.03 | 86.6 | 8.3 | 20.2 | 30.5 | |
| Middle slice2026.03 | 95.8 | 4.6 | 13 | 20.8 | |
| CLIP ViT-B/32Backbone=ViT-B/322026.03 | 124.6 | 3.2 | 9.4 | 14.8 | |
| Random slice2026.03 | 126.9 | 4.7 | 11.8 | 17.8 |