# 2D Slice Reconstruction on TNNI1

Source: [2D Slice Reconstruction on TNNI1](<https://www.sota2.com/research/sota/2d-slice-reconstruction-on-tnni1>)

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

Data updated: 2026-03-24T14:15:10.544Z

Evaluation of 2D Slice Reconstruction performance on the TNNI1 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) | TNNI1 |
| 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-tnni1.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/2d-slice-reconstruction-on-tnni1.md?metric=SSIM>): Higher is better; unit: PERCENT.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| GaussianPile | 42.08 | Not recorded | 69c21a600636e5bf4afc4607 |
| GaussianPile | 40.87 | Not recorded | 69c21a600636e5bf4afc4607 |
| NeurComp | 39.25 | Not recorded | 69c21a600636e5bf4afc4607 |
| 3DGS | 38.17 | Not recorded | 69c21a600636e5bf4afc4607 |
| HEVC | 35.76 | Not recorded | 69c21a600636e5bf4afc4607 |
| INIF | 30.89 | Not recorded | 69c21a600636e5bf4afc4607 |
| CoordNet | 30.12 | Not recorded | 69c21a600636e5bf4afc4607 |

### GaussianPile

PSNR: 42.08. Result ID: 69c29b6b47f34ce924ab28d2.

[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":"5m"}. This record does not assert independent reproduction.

### GaussianPile

PSNR: 40.87. Result ID: 69c29b6b47f34ce924ab28d1.

[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":"2m"}. This record does not assert independent reproduction.

### NeurComp

PSNR: 39.25. Result ID: 69c29b6b47f34ce924ab28cf.

[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":"11m"}. This record does not assert independent reproduction.

### 3DGS

PSNR: 38.17. Result ID: 69c29b6b47f34ce924ab28d0.

[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":"12m"}. This record does not assert independent reproduction.

### HEVC

PSNR: 35.76. Result ID: 69c29b6b47f34ce924ab28cc.

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

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

### INIF

PSNR: 30.89. Result ID: 69c29b6b47f34ce924ab28cd.

[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":"27m"}. This record does not assert independent reproduction.

### CoordNet

PSNR: 30.12. Result ID: 69c29b6b47f34ce924ab28ce.

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

Recorded evaluation configuration: {"Time":"32m"}. This record does not assert independent reproduction.

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