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Papers Benchmarks Datasets Tasks

Scene Parsing research benchmarks · SOTA2 Research

Scene Parsing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

60.8mIoU

35

Feb 27, 2026

Cityscapes (test)

SFNet (ResNet-18) with Mapillary pretraining

80.4mIoU

17

Feb 26, 2026

Cityscapes (val)

RoadFormer+ (L)

78.53mIoU

16

Feb 26, 2026

89mIoU

11

Feb 27, 2026

Cityscapes fine-annotation (test)

PAD-Net-ResNet101

80.3mIoU (Class)

10

Feb 26, 2026

PAD-Net-ResNet50

0.502Mean IoU

10

Feb 26, 2026

ImageNet Scene Parsing Challenge 2016 (test)

57.21Overall Score

9

Feb 26, 2026

SUN RGB-D (test)

51.5mIoU

6

Feb 26, 2026

KITTI Semantics

76.6mIoU (Class)

5

Feb 26, 2026

KP Day-Night (test)

99Road IoU

5

Feb 27, 2026

33.84mIoU

5

Feb 26, 2026

Popular datasets

Cityscapes NYUD KITTI ADE20K PST900

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