# Dynamic Scene Reconstruction on Neural 3D Video 19 (full)

Source: [Dynamic Scene Reconstruction on Neural 3D Video 19 (full)](<https://www.sota2.com/research/sota/dynamic-scene-reconstruction-on-neural-3d-video-19-full>)

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

Data updated: 2026-02-26T05:56:25.931Z

Evaluation of Dynamic Scene Reconstruction performance on the full set of the Neural 3D Video 19 dataset, reporting quality metrics including PSNR, DSSIM1, DSSIM2, and LPIPS.

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) | Neural 3D Video 19 (full) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 17 of 17 |
| 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](<https://www.sota2.com/research/sota/dynamic-scene-reconstruction-on-neural-3d-video-19-full.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [DSSIM1](<https://www.sota2.com/research/sota/dynamic-scene-reconstruction-on-neural-3d-video-19-full.md?metric=DSSIM1>): Higher is better; unit: SCALAR.

- [DSSIM2](<https://www.sota2.com/research/sota/dynamic-scene-reconstruction-on-neural-3d-video-19-full.md?metric=DSSIM2>): Higher is better; unit: SCALAR.

- [LPIPS](<https://www.sota2.com/research/sota/dynamic-scene-reconstruction-on-neural-3d-video-19-full.md?metric=LPIPS>): Lower is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| FreeTimeGS | 33.19 | Not recorded | 68fa792a1e209131cea7c5b3 |
| FreeTimeGS | 32.97 | Not recorded | 68fa792a1e209131cea7c5b3 |
| Ex4DGS | 32.11 | Not recorded | 68fa792a1e209131cea7c5b3 |
| STGS | 32.05 | Not recorded | 68fa792a1e209131cea7c5b3 |
| 4DGS | 32.01 | Not recorded | 68fa792a1e209131cea7c5b3 |
| MixVoxels-X | 31.73 | Not recorded | 68fa792a1e209131cea7c5b3 |
| HexPlane | 31.71 | Not recorded | 68fa792a1e209131cea7c5b3 |
| K-Planes | 31.63 | Not recorded | 68fa792a1e209131cea7c5b3 |
| STGS-Lite | 31.59 | Not recorded | 68fa792a1e209131cea7c5b3 |
| MixVoxels-L | 31.34 | Not recorded | 68fa792a1e209131cea7c5b3 |
| Deformable-3DGS | 31.15 | Not recorded | 68fa792a1e209131cea7c5b3 |
| HyperReel | 31.1 | Not recorded | 68fa792a1e209131cea7c5b3 |
| NeRFPlayer | 30.96 | Not recorded | 68fa792a1e209131cea7c5b3 |
| C-D3DGS | 30.46 | Not recorded | 68fa792a1e209131cea7c5b3 |
| DyNeRF | 29.58 | Not recorded | 68fa792a1e209131cea7c5b3 |
| LLFF | 23.24 | Not recorded | 68fa792a1e209131cea7c5b3 |
| Neural Volume | 22.8 | Not recorded | 68fa792a1e209131cea7c5b3 |

### FreeTimeGS

PSNR: 33.19. Result ID: 6995cb7e3badfaffe6cfb439.

[Reporting paper](<https://www.sota2.com/research/paper/68fa792a1e209131cea7c5b3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa792a1e209131cea7c5b3.md>)

[Implementation](<https://zju3dv.github.io/freetimegs/>)

Recorded evaluation configuration: {"Size (MB)":"125"}. This record does not assert independent reproduction.

### FreeTimeGS

PSNR: 32.97. Result ID: 6995cb7e3badfaffe6cfb43a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa792a1e209131cea7c5b3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa792a1e209131cea7c5b3.md>)

[Implementation](<https://zju3dv.github.io/freetimegs/>)

Recorded evaluation configuration: {"Size (MB)":"41","Number of primitives":"controlled to no more than 500k"}. This record does not assert independent reproduction.

### Ex4DGS

PSNR: 32.11. Result ID: 6995cb7e3badfaffe6cfb435.

[Reporting paper](<https://www.sota2.com/research/paper/68fa792a1e209131cea7c5b3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa754e1e209131cea66fd8.md>)

Recorded evaluation configuration: {"Size (MB)":"115"}. This record does not assert independent reproduction.

### STGS

PSNR: 32.05. Result ID: 6995cb7e3badfaffe6cfb438.

[Reporting paper](<https://www.sota2.com/research/paper/68fa792a1e209131cea7c5b3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72d31e209131cea58c18.md>)

[Implementation](<https://oppo-us-research.github.io/SpacetimeGaussians-website/>)

Recorded evaluation configuration: {"Size (MB)":"200"}. This record does not assert independent reproduction.

### 4DGS

PSNR: 32.01. Result ID: 6995cb7e3badfaffe6cfb436.

[Reporting paper](<https://www.sota2.com/research/paper/68fa792a1e209131cea7c5b3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa724a1e209131cea559a1.md>)

Recorded evaluation configuration: {"Size (MB)":"3128"}. This record does not assert independent reproduction.

### MixVoxels-X

PSNR: 31.73. Result ID: 6995cb7e3badfaffe6cfb430.

[Reporting paper](<https://www.sota2.com/research/paper/68fa792a1e209131cea7c5b3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70c81e209131cea4d104.md>)

Recorded evaluation configuration: {"Size (MB)":"500"}. This record does not assert independent reproduction.

### HexPlane

PSNR: 31.71. Result ID: 6995cb7e3badfaffe6cfb42d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa792a1e209131cea7c5b3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ee81e209131cea42d15.md>)

Recorded evaluation configuration: {"Size (MB)":"200","Evaluation Scene":"excludes the Coffee Martini scene"}. This record does not assert independent reproduction.

### K-Planes

PSNR: 31.63. Result ID: 6995cb7e3badfaffe6cfb42e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa792a1e209131cea7c5b3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ee81e209131cea42d16.md>)

[Implementation](<https://github.com/sarafridov/K-Planes>)

Recorded evaluation configuration: {"Size (MB)":"311"}. This record does not assert independent reproduction.

### STGS-Lite

PSNR: 31.59. Result ID: 6995cb7e3badfaffe6cfb437.

[Reporting paper](<https://www.sota2.com/research/paper/68fa792a1e209131cea7c5b3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72d31e209131cea58c18.md>)

[Implementation](<https://oppo-us-research.github.io/SpacetimeGaussians-website/>)

Recorded evaluation configuration: {"Size (MB)":"103"}. This record does not assert independent reproduction.

### MixVoxels-L

PSNR: 31.34. Result ID: 6995cb7e3badfaffe6cfb42f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa792a1e209131cea7c5b3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70c81e209131cea4d104.md>)

Recorded evaluation configuration: {"Size (MB)":"500"}. This record does not assert independent reproduction.

### Deformable-3DGS

PSNR: 31.15. Result ID: 6995cb7e3badfaffe6cfb433.

[Reporting paper](<https://www.sota2.com/research/paper/68fa792a1e209131cea7c5b3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa742a1e209131cea602b3.md>)

[Implementation](<https://guanjunwu.github.io/4dgs/>)

Recorded evaluation configuration: {"Size (MB)":"90"}. This record does not assert independent reproduction.

### HyperReel

PSNR: 31.1. Result ID: 6995cb7e3badfaffe6cfb431.

[Reporting paper](<https://www.sota2.com/research/paper/68fa792a1e209131cea7c5b3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f901e209131cea46478.md>)

[Implementation](<https://hyperreel.github.io/>)

Recorded evaluation configuration: {"Size (MB)":"360"}. This record does not assert independent reproduction.

### NeRFPlayer

PSNR: 30.96. Result ID: 6995cb7e3badfaffe6cfb432.

[Reporting paper](<https://www.sota2.com/research/paper/68fa792a1e209131cea7c5b3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e901e209131cea40a34.md>)

Recorded evaluation configuration: {"Size (MB)":"5130"}. This record does not assert independent reproduction.

### C-D3DGS

PSNR: 30.46. Result ID: 6995cb7e3badfaffe6cfb434.

[Reporting paper](<https://www.sota2.com/research/paper/68fa792a1e209131cea7c5b3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74051e209131cea5f4a6.md>)

Recorded evaluation configuration: {"Size (MB)":"338"}. This record does not assert independent reproduction.

### DyNeRF

PSNR: 29.58. Result ID: 6995cb7e3badfaffe6cfb42c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa792a1e209131cea7c5b3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c7c1e209131cea343f3.md>)

Recorded evaluation configuration: {"Size (MB)":"28","Evaluation Scene":"only includes the Flame Salmon scene"}. This record does not assert independent reproduction.

### LLFF

PSNR: 23.24. Result ID: 6995cb7e3badfaffe6cfb42b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa792a1e209131cea7c5b3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65bb1e209131cea0bf91.md>)

Recorded evaluation configuration: {"Evaluation Scene":"only includes the Flame Salmon scene"}. This record does not assert independent reproduction.

### Neural Volume

PSNR: 22.8. Result ID: 6995cb7e3badfaffe6cfb42a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa792a1e209131cea7c5b3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa663b1e209131cea0f056.md>)

Recorded evaluation configuration: {"Evaluation Scene":"only includes the Flame Salmon scene"}. This record does not assert independent reproduction.

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