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Medical Image Segmentation on MedSegBench
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0.896
X-Ray Score
UniverSeg
0.72024
0.76587
0.8115
0.85713
Apr 14, 2026
X-Ray Score
Dermoscopy Score
Chest X-Ray Score
Microscopy Score
Ultrasound Score
MRI Score
Nuclei Score
Fundus Score
OCT Score
Nuclear Cell Score
Endoscopy Score
CT Score
Pathology Score
Overall Score
Updated 4d ago
Evaluation Results
Method
Method
Links
X-Ray Score
Dermoscopy Score
Chest X-Ray Score
Microscopy Score
Ultrasound Score
MRI Score
Nuclei Score
Fundus Score
OCT Score
Nuclear Cell Score
Endoscopy Score
CT Score
Pathology Score
Overall Score
UniverSeg
context pairs=3, Out-o...
2026.04
0.896
0.578
0.684
0.495
0.553
0.565
0.356
0.223
0.14
0.418
0.147
0.098
0.129
0.5
PatchICL
context pairs=3, Out-o...
2026.04
0.727
0.643
0.61
0.539
0.484
0.433
0.344
0.279
0.272
0.254
0.174
0.121
0.118
0.43
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