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Papers Benchmarks Datasets Tasks

Segmentation research benchmarks – Page 7 · SOTA2 Research

Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

HMC_QU (external)

73.94mDice

11

Feb 26, 2026

67.9MonaiDiceScore

11

Feb 26, 2026

64.5Dice Score

11

Feb 26, 2026

BTCV (12% train)

88.6Spleen Score

11

Feb 26, 2026

BTCV 25% (train)

94.5Sple

11

Feb 26, 2026

BTCV 100% (train)

96.6Spleen Segmentation Accuracy

11

Feb 26, 2026

Semantic Genesis 3D

68.8IoU

11

Feb 26, 2026

Self-restoration

77.41mIoU (%)

11

Feb 26, 2026

Semantic Genesis 3D

85.6mIoU

11

Feb 26, 2026

0.774Dice Coefficient

10

Jun 23, 2026

Common Carotid Artery Ultrasound Images Dataset

96.31DSC (28.82 dB)

10

Jun 11, 2026

75.06Dice Score

10

Apr 10, 2026

90.5Dice Coefficient

10

Apr 10, 2026

Echonet (fold 5)

92.45Dice Score

10

Apr 10, 2026

CVC-ClinicDB (fold 5)

87Dice Score

10

Apr 10, 2026

Mars-Bench Crater Binary 1.0 (test)

55mIoU

10

Apr 6, 2026

Mars-Bench ConeQuest 1.0 (test)

71mIoU

10

Apr 6, 2026

Mars-Bench Boulder 1.0 (test)

21mIoU

10

Apr 6, 2026

EMIT Tiled dataset (test)

Ensemble, 5x U-Net RGB+WMF, Wind

65.49F1 Score

10

Mar 25, 2026

OASIS 20% v1.0 (test)

99.58Accuracy (AC)

10

Mar 20, 2026

IBSR v1.0 (test)

99.76Accuracy

10

Mar 20, 2026

89.67mIoU

10

Mar 10, 2026

92.65mIoU

10

Mar 10, 2026

ThinObject5K (test)

75.8mIoU

10

Mar 10, 2026

62.27mIoU

10

Mar 10, 2026

Page 7 of 23

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