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ResearchFormerly WizWand

Texture Segmentation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

73.28mIoU

5

Jun 16, 2026

STLD (matched-domain)

70.69mIoU

5

Jun 16, 2026

RWTD cross-domain

80.53mIoU

5

Jun 16, 2026

ControlNet bridge

feature-space probing

84mIoU

4

Jun 16, 2026

feature-space probing

79mIoU

4

Jun 16, 2026

ADE20K selected crops

feature-space probing

74mIoU

4

Jun 16, 2026

feature-space probing

86mIoU

4

Jun 16, 2026

CAID (common-3063)

TextureSAM public checkpoint rerun

67.8Invariant mIoU

2

Jun 16, 2026

CAID (all-3104)

TextureSAM public checkpoint rerun

66.91Invariant mIoU

2

Jun 16, 2026