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Papers Benchmarks Datasets Tasks

Foreground segmentation research benchmarks · SOTA2 Research

Foreground segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Pascal-5i Fold-1 (test)

54.96mIoU

25

Apr 7, 2026

Pascal-5i Fold-0 (test)

47.64mIoU

25

Apr 7, 2026

66.98mIoU

25

Apr 7, 2026

Pascal-5i (test)

45.93mIoU (Fold 0)

23

Mar 20, 2026

67.87mIoU

16

Feb 26, 2026

RH-Partial2Global w/ voting

43.08mIoU

15

Apr 7, 2026

Pascal-5i Mean of folds (test)

49.26mIoU

13

Feb 26, 2026

Pascal-5i Fold-3 (test)

0.484mIoU

13

Feb 26, 2026

Pascal-5i Fold-2 (test)

46.07mIoU

13

Feb 26, 2026

75.8mIoU

13

Feb 26, 2026

Pascal 5i (Fold-2)

RH-Partial2Global w/ voting

41.99mIoU

12

Apr 7, 2026

75 Leica WSIs Jones stain

85.8Dice Score

9

Jun 16, 2026

75 Leica WSIs (H&E stain)

87Dice Coefficient

9

Jun 16, 2026

75 Leica WSIs EVG stain

85.3Dice Score

9

Jun 16, 2026

Visual Prompting Evaluation Set Foreground Segmentation (test)

27.17Mean mIoU

9

Feb 26, 2026

92.1ARI

9

Feb 26, 2026

Multi-dSprites (test)

0.902ARI

9

Feb 26, 2026

62.9IoU

6

Feb 26, 2026

Savarese et al.

0.789IoU

5

Feb 26, 2026

DUTS (test val)

Painter w/ VICT

54.1mIoU

4

Feb 26, 2026

Pascal-5i Split 4

66.9mIoU

4

Feb 26, 2026

Pascal-5^2 Split-3

32.32mIoU

3

Feb 26, 2026

Pascal-5^2 Split-2

34.4mIoU

3

Feb 26, 2026

Pascal-5^2 Split-0

37.08mIoU

3

Feb 26, 2026

Popular datasets

PASCAL Leica WSIs PASCAL-5i Pascal-5^2 CUB

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