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Benchmarks
Nuclei Segmentation on CoNSeP
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76.81
Dice (All Nuclei)
Prompt Group-Aware Training
16.23
31.9575
47.685
63.4125
Mar 6, 2026
Dice (All Nuclei)
Dice (Category-Specific)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Dice (All Nuclei)
Dice (Category-Specific)
Prompt Group-Aware Training
Prompt Type=Text
2026.03
76.81
46.86
SAM 3*
Prompt Type=Text
2026.03
75.03
40.89
GroundedSAM2*
Prompt Type=Text
2026.03
72.35
43.62
SAM 3
Prompt Type=Text
2026.03
68.15
26.22
CLIP-Seg*
Prompt Type=Text
2026.03
63.18
37.9
VisionReasoner
Prompt Type=Text
2026.03
45.18
17.77
Seg-Zero
Prompt Type=Text
2026.03
22.04
10.57
MedSAM
Prompt Type=Visual
2026.03
21.23
31.35
H-SAM
Prompt Type=Visual
2026.03
18.56
29.76
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