# Dynamic Scene Reconstruction on Spring-GS Real-World

Source: [Dynamic Scene Reconstruction on Spring-GS Real-World](<https://www.sota2.com/research/sota/dynamic-scene-reconstruction-on-spring-gs-real-world>)

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

Data updated: 2026-05-22T09:26:46.261Z

Evaluation of Dynamic Scene Reconstruction performance on the Spring-GS Real-World dataset, focusing on image fidelity metrics (PSNR and SSIM) measured across specific scene elements (Bun, Burger, Dog, Pig).

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 | Dynamic Scene Reconstruction |
| Dataset (including any stated split) | Spring-GS Real-World |
| Metric | PSNR (Bun) |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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

- [PSNR (Bun)](<https://www.sota2.com/research/sota/dynamic-scene-reconstruction-on-spring-gs-real-world.md?metric=PSNR%20(Bun)>): Higher is better; unit: SCALAR.

- [PSNR (Burger)](<https://www.sota2.com/research/sota/dynamic-scene-reconstruction-on-spring-gs-real-world.md?metric=PSNR%20(Burger)>): Higher is better; unit: SCALAR.

- [PSNR (Dog)](<https://www.sota2.com/research/sota/dynamic-scene-reconstruction-on-spring-gs-real-world.md?metric=PSNR%20(Dog)>): Higher is better; unit: SCALAR.

- [PSNR (Pig)](<https://www.sota2.com/research/sota/dynamic-scene-reconstruction-on-spring-gs-real-world.md?metric=PSNR%20(Pig)>): Higher is better; unit: SCALAR.

- [SSIM (Bun)](<https://www.sota2.com/research/sota/dynamic-scene-reconstruction-on-spring-gs-real-world.md?metric=SSIM%20(Bun)>): Higher is better; unit: PERCENT.

- [SSIM (Burger)](<https://www.sota2.com/research/sota/dynamic-scene-reconstruction-on-spring-gs-real-world.md?metric=SSIM%20(Burger)>): Higher is better; unit: PERCENT.

- [SSIM (Dog)](<https://www.sota2.com/research/sota/dynamic-scene-reconstruction-on-spring-gs-real-world.md?metric=SSIM%20(Dog)>): Higher is better; unit: PERCENT.

- [SSIM (Pig)](<https://www.sota2.com/research/sota/dynamic-scene-reconstruction-on-spring-gs-real-world.md?metric=SSIM%20(Pig)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | PSNR (Bun) | Result date | Report paper |
| --- | --- | --- | --- |
| MoSA | 41.12 | Not recorded | 6a0fe33df984739ed6739fc5 |
| GIC | 34.68 | Not recorded | 6a0fe33df984739ed6739fc5 |
| NeuMA | 31.27 | Not recorded | 6a0fe33df984739ed6739fc5 |
| Spring-GS | 30.69 | Not recorded | 6a0fe33df984739ed6739fc5 |

### MoSA

PSNR (Bun): 41.12. Result ID: 6a102142fbc373592c0972eb.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe33df984739ed6739fc5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0fe33df984739ed6739fc5.md>)

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

### GIC

PSNR (Bun): 34.68. Result ID: 6a102142fbc373592c0972ea.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe33df984739ed6739fc5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa757b1e209131cea6841f.md>)

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

### NeuMA

PSNR (Bun): 31.27. Result ID: 6a102142fbc373592c0972e9.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe33df984739ed6739fc5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75201e209131cea65f97.md>)

[Implementation](<https://xjay18.github.io/projects/neuma.html>)

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

### Spring-GS

PSNR (Bun): 30.69. Result ID: 6a102142fbc373592c0972e8.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe33df984739ed6739fc5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74321e209131cea6059f.md>)

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

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