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Papers Benchmarks Datasets Tasks

Pixel-level Segmentation research benchmarks · SOTA2 Research

Pixel-level Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

GroundingAnomaly

99.8AUC-P

23

Apr 10, 2026

87.6Dice

13

Feb 26, 2026

MVTec AD (test)

GroundingAnomaly

99.7AUC-P

8

Apr 10, 2026

86.9AUROC

6

Jun 30, 2026

90.5AUROC

6

Jun 30, 2026

86.4AUROC

6

Jun 30, 2026

Lumbar Spinal Stenosis MRI dataset

96.24Dice Score

3

Apr 6, 2026

72.69Pixel Acc

2

Feb 26, 2026

91.8Accuracy

1

Feb 26, 2026

90.3Accuracy

1

Feb 26, 2026

89.7Accuracy

1

Feb 26, 2026

MVTec AD bottle

92.25Accuracy

1

Feb 26, 2026

Popular datasets

MVTec AD VisA ISIC MVTec Kidney

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