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Papers Benchmarks Datasets Tasks

Material generation research benchmarks · SOTA2 Research

Material generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

8.21SUN Rate

19

May 12, 2026

BlenderVault (test)

3.913CLIP-FID

8

Mar 18, 2026

Digital Twin Catalog (DTC) 7 (test)

26.4FID

5

Mar 17, 2026

Google Scanned Objects (GSO) 8 (test)

24.4FID

5

Mar 17, 2026

SVBRDF datasets (test)

0.471CLIP-IQA

4

Feb 26, 2026

Popular datasets

MP Google Scanned Objects (GSO)SVBRDF Digital Twin Catalog (DTC)BlenderVault

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