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Papers Benchmarks Datasets Tasks

Cell Instance Segmentation research benchmarks · SOTA2 Research

Cell Instance Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CoNIC official (test)

70.5AJI

13

May 29, 2026

GBC-FS 2025 (test)

81.37DICE

9

Feb 26, 2026

DSB 10% 2018 (test)

74.2mAP

8

Feb 26, 2026

75.32PQ

7

Jun 23, 2026

61.16PQ

7

Jun 23, 2026

76.6AJI

7

May 29, 2026

PanNuke (3-fold cross-val average)

Multi-Task Image-to-Image Schrödinger Bridge

63.62bPQ

5

Apr 15, 2026

PBL_N2A out-of-domain (test)

95.48Accuracy

5

Apr 2, 2026

PBL_HEK out-of-domain (test)

86.96Accuracy

5

Apr 2, 2026

Ovules out-of-domain (test)

90.86Accuracy

5

Apr 2, 2026

MUSC out-of-domain (test)

20.11Accuracy

5

Apr 2, 2026

Popular datasets

DSB PanNuke CPM MuSC GBC-FS

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