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Medical Image Segmentation on Polyp Endoscopy (OOD)

79.02DSCMedCLIPSeg
25.168839.149453.1367.1106Feb 23, 2026

Evaluation results

MethodLinks
MedCLIPSegmode=Ours2026.0279.0280.41
MedCLIPSegmode=Evidential2026.0276.6176.79
nnUNet + Ensembling2026.0274.255.22
VLSM-Ensemble2026.0263.24—
EviVLM2026.0254.47—
Ariadne’s Thread2026.0227.24—