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Papers Benchmarks Datasets Tasks

Cell Segmentation research benchmarks · SOTA2 Research

Cell Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Fluo-HeLa CTC (test)

88SEG

36

Feb 26, 2026

73.2AJI (Object)

35

May 29, 2026

PhC-C2DL-PSC (test)

0.895SEG

19

Feb 26, 2026

86.68Dice Coefficient

15

Jul 2, 2026

Fluo-N2DH-SIM+ (test)

82.2SEG

13

Mar 24, 2026

MonuSeg 2018 (test)

46.7DSC

11

Feb 26, 2026

DSB 2018 (test)

0.92DSC

11

Feb 26, 2026

58SEG

9

Feb 26, 2026

0.76SEG Score

9

Feb 26, 2026

90Segmentation Score

9

Feb 26, 2026

0.81SEG Score

9

Feb 26, 2026

85Segmentation Score

9

Feb 26, 2026

62SEG

9

Feb 26, 2026

Fluo-GOWT1 CTC (test)

92SEG

9

Feb 26, 2026

Microscopy NeurIPS 2022 Cell Segmentation Challenge

57.91F1 Score

8

May 13, 2026

Fluorescence Microscopy Cell

36.3mSA

7

Mar 19, 2026

Label-Free Microscopy Cell

54.4mSA

7

Mar 19, 2026

DIC-C2DH-HeLa (test)

86.3SEG Score

7

Feb 26, 2026

82.7Overall Score

7

Feb 26, 2026

Fluorescence Imaging Dataset

82.43Dice

6

Feb 26, 2026

Fluo-N2DL-HeLa (challenge)

0.903SEG Score

5

Feb 26, 2026

Fluo-N2DH-GOWT1 (challenge)

92.7SEG

5

Feb 26, 2026

ISBI Cell Tracking Challenge PhC-U373 2015 (test)

0.92IoU

5

Feb 26, 2026

PhC-C2DH-U373 (challenge)

92.4SEG

4

Feb 26, 2026

DIC-C2DL-HeLa (challenge)

81.4SEG

4

Feb 26, 2026

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PAIR MoNuSeg ISBI Cell Tracking Challenge Fluo-N2DH-SIM+DSB

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