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Benchmarks
Cell Instance Segmentation on CoNIC (test)
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70.5
AJI
µSAM
-2.82
16.215
35.25
54.285
May 28, 2026
AJI
Dice
Updated 5d ago
Evaluation Results
Method
Method
Links
AJI
Dice
µSAM
Prompt=one point per i...
2026.05
70.5
83.4
µSAM + CoP
Prompt=one point per c...
2026.05
65.2
79.1
SAM3
Prompt=one point per i...
2026.05
64.1
79.5
SAM3 + CoP
Prompt=one point per c...
2026.05
57.9
75.9
SAM3
Prompt=text prompt
2026.05
45
69.6
SAM3
Prompt=visual prompt
2026.05
39
62
CellViT
Prompt=pixel-level sup...
2026.05
37.1
67
CA-SAM2
Prompt=pixel-level sup...
2026.05
26.9
56.1
CellPose3
Prompt=pixel-level sup...
2026.05
17.3
33.3
Rex-Omni
Prompt=visual prompt
2026.05
4.5
26.9
YOLOE
Prompt=visual prompt
2026.05
2.8
11
Rex-Omni
Prompt=text prompt
2026.05
0.2
5.6
YOLOE
Prompt=text prompt
2026.05
0
5.7
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