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Papers Benchmarks Datasets Tasks

Semantic segmentation research benchmarks – Page 68 · SOTA2 Research

Semantic segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

RGB-T Segmentation Dataset Thermal drop

53.2mIoU

6

Mar 11, 2026

55.12mIoU

6

Mar 11, 2026

RGB-T Segmentation Dataset

59.77mIoU

6

Mar 11, 2026

82.7Recall (anchor ice)

6

Mar 10, 2026

Fully Supervised

51.1mIoU

6

Mar 9, 2026

Waymo Open Dataset

Fully Supervised

59mIoU

6

Mar 9, 2026

81.51Average Score

6

Mar 4, 2026

91.3Precision

6

Feb 26, 2026

CaDIS t3 1.0 (test)

71.94mIoU

6

Feb 26, 2026

CaDIS t3 1.0 (val)

79.4mIoU

6

Feb 26, 2026

CaDIS t2 1.0 (test)

79.09mIoU

6

Feb 26, 2026

CaDIS t2 1.0 (val)

83.25mIoU

6

Feb 26, 2026

CaDIS t1 1.0 (test)

0.864mIoU

6

Feb 26, 2026

CaDIS t1 1.0 (val)

88.97mIoU

6

Feb 26, 2026

4-chamber heart (4CH) ultrasound dataset

1DICE (BG)

6

Feb 26, 2026

SegMunich in-distribution (test)

39.1mIoU

6

Feb 26, 2026

STPLS3D to DALES (test)

94.29Ground IoU

6

Feb 26, 2026

STPLS3D to Toronto-3D (test)

96.51Ground IoU

6

Feb 26, 2026

MethaneAIR first cross-validated fold (test)

89.42Accuracy

6

Feb 26, 2026

85.84mIoU

6

Feb 26, 2026

0.896Mean IoU

6

Feb 26, 2026

SynthiaSF (test)

29.03mIoU

6

Feb 26, 2026

Cityscapes (val)

50.49mIoU

6

Feb 26, 2026

Histopathology Non-Melanoma Skin Cancer Segmentation Dataset 10x magnification (test)

83.1Accuracy

6

Feb 26, 2026

SPARCS Landsat-8

68.5mIoU

6

Feb 26, 2026

Page 68 of 95

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