# 2D Slice Reconstruction on rDL-LSM

Source: [2D Slice Reconstruction on rDL-LSM](<https://www.sota2.com/research/sota/2d-slice-reconstruction-on-rdl-lsm>)

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

Data updated: 2026-03-24T14:15:10.514Z

Evaluation of 2D Slice Reconstruction performance on the rDL-LSM dataset, measured using PSNR and SSIM.

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 | 2D Slice Reconstruction |
| Dataset (including any stated split) | rDL-LSM |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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/2d-slice-reconstruction-on-rdl-lsm.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/2d-slice-reconstruction-on-rdl-lsm.md?metric=SSIM>): Higher is better; unit: PERCENT.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| GaussianPile | 34.57 | Not recorded | 69c21a600636e5bf4afc4607 |
| GaussianPile | 33.78 | Not recorded | 69c21a600636e5bf4afc4607 |
| CoordNet | 31.98 | Not recorded | 69c21a600636e5bf4afc4607 |
| NeurComp | 30.32 | Not recorded | 69c21a600636e5bf4afc4607 |
| HEVC | 29.34 | Not recorded | 69c21a600636e5bf4afc4607 |
| 3DGS | 28.63 | Not recorded | 69c21a600636e5bf4afc4607 |
| INIF | 17.54 | Not recorded | 69c21a600636e5bf4afc4607 |

### GaussianPile

PSNR: 34.57. Result ID: 69c29b6b47f34ce924ab28cb.

[Reporting paper](<https://www.sota2.com/research/paper/69c21a600636e5bf4afc4607.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c21a600636e5bf4afc4607.md>)

Recorded evaluation configuration: {"Iterations":"30k","Time":"9m"}. This record does not assert independent reproduction.

### GaussianPile

PSNR: 33.78. Result ID: 69c29b6b47f34ce924ab28ca.

[Reporting paper](<https://www.sota2.com/research/paper/69c21a600636e5bf4afc4607.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c21a600636e5bf4afc4607.md>)

Recorded evaluation configuration: {"Iterations":"10k","Time":"3m"}. This record does not assert independent reproduction.

### CoordNet

PSNR: 31.98. Result ID: 69c29b6b47f34ce924ab28c7.

[Reporting paper](<https://www.sota2.com/research/paper/69c21a600636e5bf4afc4607.md>)

Recorded evaluation configuration: {"Time":"47m"}. This record does not assert independent reproduction.

### NeurComp

PSNR: 30.32. Result ID: 69c29b6b47f34ce924ab28c8.

[Reporting paper](<https://www.sota2.com/research/paper/69c21a600636e5bf4afc4607.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69ba1e209131cea23cdd.md>)

Recorded evaluation configuration: {"Time":"52m"}. This record does not assert independent reproduction.

### HEVC

PSNR: 29.34. Result ID: 69c29b6b47f34ce924ab28c5.

[Reporting paper](<https://www.sota2.com/research/paper/69c21a600636e5bf4afc4607.md>)

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

### 3DGS

PSNR: 28.63. Result ID: 69c29b6b47f34ce924ab28c9.

[Reporting paper](<https://www.sota2.com/research/paper/69c21a600636e5bf4afc4607.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: {"Time":"10m"}. This record does not assert independent reproduction.

### INIF

PSNR: 17.54. Result ID: 69c29b6b47f34ce924ab28c6.

[Reporting paper](<https://www.sota2.com/research/paper/69c21a600636e5bf4afc4607.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa736a1e209131cea5c5b4.md>)

Recorded evaluation configuration: {"Time":"54m"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.