# 3D Scene Reconstruction on Tank&Temples

Source: [3D Scene Reconstruction on Tank&Temples](<https://www.sota2.com/research/sota/3d-scene-reconstruction-on-tank-and-temples>)

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

Data updated: 2026-02-26T05:57:03.095Z

Evaluation of 3D Scene Reconstruction performance on the Tank&Temples dataset, measured using image quality metrics (PSNR, SSIM, LPIPS) and model size.

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 scene reconstruction |
| Dataset (including any stated split) | Tank&Temples |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 26 of 26 |
| 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/3d-scene-reconstruction-on-tank-and-temples.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/3d-scene-reconstruction-on-tank-and-temples.md?metric=SSIM>): Higher is better; unit: SCALAR.

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

- [Model Size (MB)](<https://www.sota2.com/research/sota/3d-scene-reconstruction-on-tank-and-temples.md?metric=Model%20Size%20(MB)>): Lower is better; unit: SIZE.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| SHTC | 24.34 | Not recorded | 68fa78ec1e209131cea7b3d5 |
| FP-GS | 24.32 | Not recorded | 68fa78ec1e209131cea7b3d5 |
| HAC++ | 24.22 | Not recorded | 68fa78ec1e209131cea7b3d5 |
| Context-GS | 24.2 | Not recorded | 68fa78ec1e209131cea7b3d5 |
| FP-Net | 24.13 | Not recorded | 68fa78ec1e209131cea7b3d5 |
| SizeGS | 24.04 | Not recorded | 68fa78ec1e209131cea7b3d5 |
| HAC | 24.04 | Not recorded | 68fa78ec1e209131cea7b3d5 |
| Scaffold-GS | 23.96 | Not recorded | 68fa78ec1e209131cea7b3d5 |
| LocoGS | 23.89 | Not recorded | 68fa78ec1e209131cea7b3d5 |
| CompGS | 23.7 | Not recorded | 68fa78ec1e209131cea7b3d5 |
| 3DGS | 23.69 | Not recorded | 68fa78ec1e209131cea7b3d5 |
| NeuralGS | 23.63 | Not recorded | 68fa78ec1e209131cea7b3d5 |
| CodecGS | 23.63 | Not recorded | 68fa78ec1e209131cea7b3d5 |
| FCGS | 23.62 | Not recorded | 68fa78ec1e209131cea7b3d5 |
| Reduced3DGS | 23.57 | Not recorded | 68fa78ec1e209131cea7b3d5 |
| FCGS | 23.48 | Not recorded | 68fa78ec1e209131cea7b3d5 |
| Navaneet et al. | 23.44 | Not recorded | 68fa78ec1e209131cea7b3d5 |
| RDOGaussian | 23.34 | Not recorded | 68fa78ec1e209131cea7b3d5 |
| Compact3DGS | 23.32 | Not recorded | 68fa78ec1e209131cea7b3d5 |
| Compressed3D | 23.32 | Not recorded | 68fa78ec1e209131cea7b3d5 |
| MesonGS | 23.32 | Not recorded | 68fa78ec1e209131cea7b3d5 |
| EAGLES | 23.28 | Not recorded | 68fa78ec1e209131cea7b3d5 |
| SOG | 23.15 | Not recorded | 68fa78ec1e209131cea7b3d5 |
| LightGaussian | 22.83 | Not recorded | 68fa78ec1e209131cea7b3d5 |
| PUP 3D-GS | 22.72 | Not recorded | 68fa78ec1e209131cea7b3d5 |
| FlexGaussian | 22.44 | Not recorded | 68fa78ec1e209131cea7b3d5 |

### SHTC

PSNR: 24.34. Result ID: 699e9b7a5698665ec464e241.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

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

### FP-GS

PSNR: 24.32. Result ID: 699e9b7a5698665ec464e23d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

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

### HAC++

PSNR: 24.22. Result ID: 699e9b7a5698665ec464e240.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76ef1e209131cea700f8.md>)

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

### Context-GS

PSNR: 24.2. Result ID: 699e9b7a5698665ec464e23f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73631e209131cea5c1de.md>)

[Implementation](<https://github.com/wyf0912/ContextGS>)

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

### FP-Net

PSNR: 24.13. Result ID: 699e9b7a5698665ec464e23c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77ad1e209131cea74a31.md>)

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

### SizeGS

PSNR: 24.04. Result ID: 699e9b7a5698665ec464e232.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa760c1e209131cea6b1b7.md>)

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

### HAC

PSNR: 24.04. Result ID: 699e9b7a5698665ec464e23e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa740c1e209131cea5f750.md>)

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

### Scaffold-GS

PSNR: 23.96. Result ID: 699e9b7a5698665ec464e229.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa715e1e209131cea50e55.md>)

[Implementation](<https://city-super.github.io/scaffold-gs/>)

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

### LocoGS

PSNR: 23.89. Result ID: 699e9b7a5698665ec464e235.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77641e209131cea7301c.md>)

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

### CompGS

PSNR: 23.7. Result ID: 699e9b7a5698665ec464e23b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72ed1e209131cea594c1.md>)

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

### 3DGS

PSNR: 23.69. Result ID: 699e9b7a5698665ec464e228.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70461e209131cea4a191.md>)

[Implementation](<https://repo-sam.inria.fr/fungraph/3d-gaussian-splatting/>)

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

### NeuralGS

PSNR: 23.63. Result ID: 699e9b7a5698665ec464e234.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a991e209131cea8428a.md>)

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

### CodecGS

PSNR: 23.63. Result ID: 699e9b7a5698665ec464e239.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76781e209131cea6d369.md>)

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

### FCGS

PSNR: 23.62. Result ID: 699e9b7a5698665ec464e237.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77641e209131cea72fdb.md>)

Recorded evaluation configuration: {"bitrate":"high rate"}. This record does not assert independent reproduction.

### Reduced3DGS

PSNR: 23.57. Result ID: 699e9b7a5698665ec464e22f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73e11e209131cea5ea48.md>)

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

### FCGS

PSNR: 23.48. Result ID: 699e9b7a5698665ec464e236.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77641e209131cea72fdb.md>)

Recorded evaluation configuration: {"bitrate":"low rate"}. This record does not assert independent reproduction.

### Navaneet et al.

PSNR: 23.44. Result ID: 699e9b7a5698665ec464e22e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74f31e209131cea64c5f.md>)

[Implementation](<https://github.com/UCDvision/compact3d>)

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

### RDOGaussian

PSNR: 23.34. Result ID: 699e9b7a5698665ec464e230.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75521e209131cea67286.md>)

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

### Compact3DGS

PSNR: 23.32. Result ID: 699e9b7a5698665ec464e22a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa723f1e209131cea55445.md>)

[Implementation](<https://maincold2.github.io/c3dgs/>)

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

### Compressed3D

PSNR: 23.32. Result ID: 699e9b7a5698665ec464e22b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71f51e209131cea53c46.md>)

[Implementation](<https://github.com/KeKsBoTer/c3dgs>)

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

### MesonGS

PSNR: 23.32. Result ID: 699e9b7a5698665ec464e23a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74dc1e209131cea64434.md>)

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

### EAGLES

PSNR: 23.28. Result ID: 699e9b7a5698665ec464e22c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74fb1e209131cea65109.md>)

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

### SOG

PSNR: 23.15. Result ID: 699e9b7a5698665ec464e238.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75eb1e209131cea6a9f7.md>)

[Implementation](<https://www.sota2.com/fraunhoferhhi.github.io/Self-Organizing-Gaussians/>)

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

### LightGaussian

PSNR: 22.83. Result ID: 699e9b7a5698665ec464e22d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75b61e209131cea6979f.md>)

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

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

### PUP 3D-GS

PSNR: 22.72. Result ID: 699e9b7a5698665ec464e231.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79851e209131cea7df8b.md>)

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

### FlexGaussian

PSNR: 22.44. Result ID: 699e9b7a5698665ec464e233.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78ec1e209131cea7b3d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79e91e209131cea7fec2.md>)

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

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