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Papers Benchmarks Datasets Tasks

Segmentation research benchmarks – Page 21 · SOTA2 Research

Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Simulated stiffness distributions Cluster 3 (test)

97.8Sensitivity

3

Feb 26, 2026

Simulated stiffness distributions Cluster 2 (test)

0.997Sensitivity

3

Feb 26, 2026

Simulated stiffness distributions Cluster 1 (test)

97.5Sensitivity

3

Feb 26, 2026

FTHP Harmonized to MTBI (traveling-subject)

16.7Anterior

3

Feb 26, 2026

Actin Filaments

Annotated + Synthetic + Filament-aware Loss

0.947IoU

3

Feb 26, 2026

Annotated + Synthetic + Filament-aware Loss

95.42IoU

3

Feb 26, 2026

Multi-channel avalanche dataset (test)

43.28IoU

3

Feb 26, 2026

0.069Loss

3

Feb 26, 2026

77.47Dice

3

Feb 26, 2026

CheXmask 300 (4% budget)

Cold-start clustering

92.96Dice (mean)

3

Feb 26, 2026

CheXmask 300 (3% budget)

K-means to budget

91.85Dice (mean)

3

Feb 26, 2026

ACDC RV (End-Systolic (ES))

Dual-Encoder U-Net

84RV ES Base Score

3

Feb 26, 2026

ACDC RV (End-Diastolic (ED))

Dual-Encoder U-Net

91.3RV ED Base Score

3

Feb 26, 2026

29.7Median Score

3

Feb 26, 2026

0.64mIoU

3

Feb 26, 2026

68mIoU

3

Feb 26, 2026

CLE-Aug (train)

71mIoU

3

Feb 26, 2026

MIMOSeg Perspective III held-in (test)

53.1mIoU

3

Feb 26, 2026

MIMOSeg Perspective I held-in (test)

63.9mIoU

3

Feb 26, 2026

97.3Mean DSC

2

Jul 9, 2026

96.1Mean DSC

2

Jul 9, 2026

Subcutaneous Fat

98.2Mean DSC

2

Jul 9, 2026

Breast Cancer (test)

79.06Dice Coefficient

2

Jun 4, 2026

AMOS MRI 22 (10 volumes)

CLIPSeg + Temporal Adapter

36.6Dice Score

2

Apr 10, 2026

96.56Dice Score

2

Mar 30, 2026

Page 21 of 23

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