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Benchmarks
Cell Segmentation on Fluo-N2DH-SIM+ (test)
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82.2
SEG
UVA-NL
49.544
58.022
66.5
74.978
Apr 3, 2020
Apr 1, 2021
Mar 30, 2022
Mar 28, 2023
Mar 25, 2024
Mar 23, 2025
Mar 22, 2026
SEG
DET
OPCSB
Updated 25d ago
Evaluation Results
Method
Method
Links
SEG
DET
OPCSB
UVA-NL
description=based on M...
2020.04
82.2
97.2
89.7
MU-Lux-CZ
2020.04
82.1
97.1
89.6
CVUT-CZ
2020.04
80.7
95.9
88.3
KTH-SE
2020.04
79.2
96
87.6
BGU-IL
2020.04
79
98.3
88.7
µSAM
inference note=compute...
2026.03
78.9
-
-
BAISeg
mode=prompt-free
2026.03
78.8
-
-
FR-RO-GE
2020.04
78.1
98.1
88.1
TUG-AT
2020.04
76.5
97.9
87.2
UNet
2026.03
62.9
-
-
Cellpose
2026.03
59.7
-
-
SAM
Backbone=ViT-B, Prompt...
2026.03
51.8
-
-
SAM
Backbone=ViT-B, Prompt...
2026.03
50.8
-
-
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