# Spatial Transcriptomics Interpolation on HNSCC (single slice)

Source: [Spatial Transcriptomics Interpolation on HNSCC (single slice)](<https://www.sota2.com/research/sota/spatial-transcriptomics-interpolation-on-hnscc-single-slice>)

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

Data updated: 2026-02-26T05:55:20.628Z

Evaluation of models performing spatial transcriptomics interpolation using the HNSCC (single slice) dataset, typically assessed using metrics like PSNR, SSIM, PCC, and RMSE.

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 | Spatial Transcriptomics Interpolation |
| Dataset (including any stated split) | HNSCC (single slice) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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/spatial-transcriptomics-interpolation-on-hnscc-single-slice.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/spatial-transcriptomics-interpolation-on-hnscc-single-slice.md?metric=SSIM>): Higher is better; unit: SCALAR.

- [PCC](<https://www.sota2.com/research/sota/spatial-transcriptomics-interpolation-on-hnscc-single-slice.md?metric=PCC>): Higher is better; unit: SCALAR.

- [RMSE](<https://www.sota2.com/research/sota/spatial-transcriptomics-interpolation-on-hnscc-single-slice.md?metric=RMSE>): Lower is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| C2-STi | 54.11 | Not recorded | 68fa5f741e209131ce9ea023 |
| IFRNet | 51.07 | Not recorded | 68fa5f741e209131ce9ea023 |
| C2-STi | 50.15 | Not recorded | 68fa5f741e209131ce9ea023 |
| C2-STi | 48.8 | Not recorded | 68fa5f741e209131ce9ea023 |
| C2-STi | 48.72 | Not recorded | 68fa5f741e209131ce9ea023 |
| DAIN | 44.48 | Not recorded | 68fa5f741e209131ce9ea023 |
| RBI | 41.47 | Not recorded | 68fa5f741e209131ce9ea023 |
| RIFE | 41.02 | Not recorded | 68fa5f741e209131ce9ea023 |
| Unet | 40.21 | Not recorded | 68fa5f741e209131ce9ea023 |

### C2-STi

PSNR: 54.11. Result ID: 698bc9b27a967eddb7715982.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f741e209131ce9ea023.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5f741e209131ce9ea023.md>)

[Implementation](<https://github.com/XiaofeiWang2018/C2-STi>)

Recorded evaluation configuration: {"interpolation\_network":"Ours"}. This record does not assert independent reproduction.

### IFRNet

PSNR: 51.07. Result ID: 698bc9b27a967eddb7715980.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f741e209131ce9ea023.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ca81e209131cea354cf.md>)

[Implementation](<https://github.com/ltkong218/IFRNet>)

Recorded evaluation configuration: {"interpolation\_network":"IFRNet"}. This record does not assert independent reproduction.

### C2-STi

PSNR: 50.15. Result ID: 698bc9b27a967eddb7715984.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f741e209131ce9ea023.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5f741e209131ce9ea023.md>)

[Implementation](<https://github.com/XiaofeiWang2018/C2-STi>)

Recorded evaluation configuration: {"ablation":"w/o MGC-Graph"}. This record does not assert independent reproduction.

### C2-STi

PSNR: 48.8. Result ID: 698bc9b27a967eddb7715985.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f741e209131ce9ea023.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5f741e209131ce9ea023.md>)

[Implementation](<https://github.com/XiaofeiWang2018/C2-STi>)

Recorded evaluation configuration: {"ablation":"w/o DLSM"}. This record does not assert independent reproduction.

### C2-STi

PSNR: 48.72. Result ID: 698bc9b27a967eddb7715983.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f741e209131ce9ea023.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5f741e209131ce9ea023.md>)

[Implementation](<https://github.com/XiaofeiWang2018/C2-STi>)

Recorded evaluation configuration: {"ablation":"w/o Cross-modal"}. This record does not assert independent reproduction.

### DAIN

PSNR: 44.48. Result ID: 698bc9b27a967eddb771597f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f741e209131ce9ea023.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa658e1e209131cea0b1fb.md>)

[Implementation](<https://github.com/baowenbo/DAIN>)

Recorded evaluation configuration: {"interpolation\_network":"DAIN"}. This record does not assert independent reproduction.

### RBI

PSNR: 41.47. Result ID: 698bc9b27a967eddb771597e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f741e209131ce9ea023.md>)

Recorded evaluation configuration: {"interpolation\_network":"RBI"}. This record does not assert independent reproduction.

### RIFE

PSNR: 41.02. Result ID: 698bc9b27a967eddb771597d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f741e209131ce9ea023.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d001e209131cea3737a.md>)

[Implementation](<https://github.com/megvii-research/ECCV2022-RIFE>)

Recorded evaluation configuration: {"interpolation\_network":"RIFE"}. This record does not assert independent reproduction.

### Unet

PSNR: 40.21. Result ID: 698bc9b27a967eddb7715981.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f741e209131ce9ea023.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a441e209131cea2727a.md>)

Recorded evaluation configuration: {"interpolation\_network":"Unet"}. This record does not assert independent reproduction.

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