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Papers Benchmarks Datasets Tasks

Semantic segmentation research benchmarks – Page 35 · SOTA2 Research

Semantic segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DigestPath 68 WSIs (val)

82.92DSC

14

Feb 26, 2026

ConvPoint - Fusion

0.765mIoU

14

Feb 26, 2026

MFNet Dataset (test)

97.97Background IoU

14

Feb 26, 2026

NYUD v2 13-class (test)

76Mean Accuracy

14

Feb 26, 2026

MCubeS v1 (test)

50.99mIoU

14

Feb 26, 2026

SpectralX on ScaleMAE

27.5mIoU

13

Jun 30, 2026

OSM (0.3 train size)

44.8mIoU

13

May 4, 2026

OSM 0.1 size (train)

43.46mIoU

13

May 4, 2026

61.73mIoU

13

May 4, 2026

60.33mIoU

13

May 4, 2026

In-house retinal fluid dataset (SRF)

90.8DSC

13

Apr 24, 2026

In-house retinal fluid dataset (IRF)

84.48DSC

13

Apr 24, 2026

Augmented S2DS (test)

70.46mIoU (Def.)

13

Apr 23, 2026

CSDD 9 classes (test)

76.75mIoU

13

Apr 23, 2026

89.03mIoU

13

Apr 7, 2026

SAR water detection dataset (test)

80.09Precision

13

Mar 25, 2026

SAR Road Extraction Dataset (test)

77.76Precision

13

Mar 25, 2026

Cross-task Classification surrogate to Segmentation

76.21DeepLabV3+ mIoU

13

Mar 16, 2026

Kuro Siwo GEO-Bench 2.0 (test)

TerraFlow-Base-TDS

70.1mIoU

13

Mar 16, 2026

41.01mIoU

13

Mar 10, 2026

80.79mIoU (Original)

13

Mar 4, 2026

94.7Original Score

13

Mar 4, 2026

73.4mIoU

13

Apr 23, 2026

EgoHOS in-domain (test)

92.51Left Hand IoU

13

Feb 26, 2026

CamVid 11 classes (test)

78.6mIoU

13

Feb 26, 2026

Page 35 of 95

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