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3D Style Transfer research benchmarks · SOTA2 Research

3D Style Transfer

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LLFF, Tanks & Temples, and MipNeRF-360 (average across scenes)

1.174SIFID

6

Jun 24, 2026

4.78Style Similarity Score

5

Jun 24, 2026

Masked renderings four fixed viewpoints

0.151NNFM

5

Apr 13, 2026

3DGS Stylization Scenes (test)

Tune-Your-Style

0.033SR Consistency LPIPS

4

Feb 26, 2026

fern scene rendered from 30 viewpoints

Geometry Transfer

0.81SIFID (RGB)

4

Feb 26, 2026

trex scene rendered from 30 viewpoints

Geometry Transfer

1.43SIFID (RGB)

4

Feb 26, 2026

TRELLIS-500K and InstantStyle-Plus

3.026HPSv3 (GP)

3

May 7, 2026

Real-world objects

2.757HPSv3 (GP)

3

May 7, 2026

LLFF and Tanks & Temples

8.38Authenticity Score (Flow Alignment)

2

Feb 26, 2026

Popular datasets

User Study trex fern scene 3DGS Stylization Scenes LLFF and Tanks & Temples

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