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ResearchFormerly WizWand

Material Transfer

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

0.862SSIM

7

May 18, 2026

Curated dataset 100 image pairs

0.293CLIP-T Score

6

Mar 31, 2026

ScanNet-to-OpenRooms (test)

69.7User Preference Rate

3

Feb 26, 2026

AMT material perceptual metal to plastic (test)

—

—Primary metric

0

Feb 26, 2026

AMT material perceptual plastic to metal (test)

—

—Primary metric

0

Feb 26, 2026

fabric to leather AMT material perceptual (test)

—

—Primary metric

0

Feb 26, 2026

AMT material perceptual leather to fabric (test)

—

—Primary metric

0

Feb 26, 2026

stone to metal AMT material perceptual (test)

—

—Primary metric

0

Feb 26, 2026

AMT material perceptual metal to stone (test)

—

—Primary metric

0

Feb 26, 2026

AMT material perceptual wood to plastic (test)

—

—Primary metric

0

Feb 26, 2026

plastic to wood AMT material perceptual (test)

—

—Primary metric

0

Feb 26, 2026