# 3D Style Transfer on LLFF and Tanks & Temples

Source: [3D Style Transfer on LLFF and Tanks & Temples](<https://www.sota2.com/research/sota/3d-style-transfer-on-llff-and-tanks-and-temples>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:35:09.460Z

Evaluation of 3D Style Transfer performance across LLFF and Tanks & Temples datasets, measured using perceptual metrics like Win Rate and Authenticity Scores across Flow Alignment, Materiality, and Aesthetics.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | 3D Style Transfer |
| Dataset (including any stated split) | LLFF and Tanks & Temples |
| Metric | Authenticity Score (Flow Alignment) |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Authenticity Score (Flow Alignment)](<https://www.sota2.com/research/sota/3d-style-transfer-on-llff-and-tanks-and-temples.md?metric=Authenticity%20Score%20(Flow%20Alignment)>): Higher is better; unit: SCALAR.

- [Win Rate (Flow Alignment)](<https://www.sota2.com/research/sota/3d-style-transfer-on-llff-and-tanks-and-temples.md?metric=Win%20Rate%20(Flow%20Alignment)>): Higher is better; unit: PERCENT.

- [Win Rate (Materiality)](<https://www.sota2.com/research/sota/3d-style-transfer-on-llff-and-tanks-and-temples.md?metric=Win%20Rate%20(Materiality)>): Higher is better; unit: PERCENT.

- [Win Rate (Aesthetics)](<https://www.sota2.com/research/sota/3d-style-transfer-on-llff-and-tanks-and-temples.md?metric=Win%20Rate%20(Aesthetics)>): Higher is better; unit: PERCENT.

- [Win Rate (Average)](<https://www.sota2.com/research/sota/3d-style-transfer-on-llff-and-tanks-and-temples.md?metric=Win%20Rate%20(Average)>): Higher is better; unit: PERCENT.

- [Authenticity Score (Materiality)](<https://www.sota2.com/research/sota/3d-style-transfer-on-llff-and-tanks-and-temples.md?metric=Authenticity%20Score%20(Materiality)>): Higher is better; unit: SCALAR.

- [Authenticity Score (Aesthetics)](<https://www.sota2.com/research/sota/3d-style-transfer-on-llff-and-tanks-and-temples.md?metric=Authenticity%20Score%20(Aesthetics)>): Higher is better; unit: SCALAR.

- [Authenticity Score (Average)](<https://www.sota2.com/research/sota/3d-style-transfer-on-llff-and-tanks-and-temples.md?metric=Authenticity%20Score%20(Average)>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Authenticity Score (Flow Alignment) | Result date | Report paper |
| --- | --- | --- | --- |
| TLVG-GS | 8.38 | Not recorded | 6969c5e3e25ad2fa9d1ec6ff |
| ABC-GS | 7.13 | Not recorded | 6969c5e3e25ad2fa9d1ec6ff |

### TLVG-GS

Authenticity Score (Flow Alignment): 8.38. Result ID: 6997ba5f5698665ec410e2b4.

[Reporting paper](<https://www.sota2.com/research/paper/6969c5e3e25ad2fa9d1ec6ff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6969c5e3e25ad2fa9d1ec6ff.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### ABC-GS

Authenticity Score (Flow Alignment): 7.13. Result ID: 6997ba5f5698665ec410e2b5.

[Reporting paper](<https://www.sota2.com/research/paper/6969c5e3e25ad2fa9d1ec6ff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77b51e209131cea74e2c.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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