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Papers Benchmarks Datasets Tasks

Texture Synthesis research benchmarks · SOTA2 Research

Texture Synthesis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

3D-FRONT (test)

22.18CLIP Score

7

Feb 26, 2026

Texverse (85 high-quality samples)

103.7FID

5

Jul 2, 2026

Rent3D++ All (test)

0.709Color Score

4

Feb 26, 2026

Rent3D++ Unobserved (60%) (test)

0.768Color Fidelity

4

Feb 26, 2026

Rent3D++ Observed (test)

0.694Color Fidelity

4

Feb 26, 2026

Glitter ImageNet-derived texture (test)

Maximum Entropy Texture Model

20.82FID

3

Jun 17, 2026

Rubber ImageNet-derived texture (test)

Maximum Entropy Texture Model

47.24FID

3

Jun 17, 2026

Marble ImageNet-derived texture (test)

Maximum Entropy Texture Model

46.68FID

3

Jun 17, 2026

Flower ImageNet-derived texture (test)

Maximum Entropy Texture Model

67.14FID

3

Jun 17, 2026

Rug ImageNet-derived texture (test)

Maximum Entropy Texture Model

55.49FID

3

Jun 17, 2026

Cloth ImageNet-derived texture (test)

Maximum Entropy Texture Model

41.7FID

3

Jun 17, 2026

Star ImageNet-derived texture (test)

Maximum Entropy Texture Model

48.78FID

3

Jun 17, 2026

Pebble ImageNet-derived texture (test)

169.35FID

3

Jun 17, 2026

Grass ImageNet-derived texture (test)

Maximum Entropy Texture Model

102.58FID

3

Jun 17, 2026

ShapeNet chairs 1.0 (test)

5.33FID

2

Feb 26, 2026

ShapeNet cars 1.0 (test)

12.11FID

2

Feb 26, 2026

Triplegangers heads 1.0 (test)

5.69FID

2

Feb 26, 2026

Popular datasets

Rent3D++ShapeNet 3D-Front Flower MARBLE

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