Polyp Detection on HyperKvasir (test)
95.91F1 ScoreMedSteer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedSteerCF?=✓, Backbone=ViT, N=1,000 synthetic images2026.03 | 95.91 | 97.55 | |
| PnPCF?=✓, Backbone=ViT, N=1,000 synthetic images2026.03 | 94.37 | 95.18 | |
| h-EditCF?=✓, Backbone=ViT, N=1,000 synthetic images2026.03 | 92.95 | 93.12 | |
| MedSteerCF?=✓, Backbone=ConvNeXt, N=1,000 synthetic images2026.03 | 92.63 | 93.41 | |
| PnPCF?=✓, Backbone=ConvNeXt, N=1,000 synthetic images2026.03 | 91.74 | 90.86 | |
| Re-promptingCF?=✗, Backbone=ViT, N=1,000 synthetic images2026.03 | 91.47 | 90.83 | |
| h-EditCF?=✓, Backbone=ConvNeXt, N=1,000 synthetic images2026.03 | 90.97 | 89.02 | |
| Real-onlyCF?=✗, Backbone=ViT, N=20 images/class2026.03 | 90.62 | 89.42 | |
| Re-promptingCF?=✗, Backbone=ConvNeXt, N=1,000 synthetic images2026.03 | 90.38 | 87.14 | |
| Real-onlyCF?=✗, Backbone=ConvNeXt, N=20 images/class2026.03 | 89.77 | 84.69 |