# Poisson denoising on CAVE (test)

Source: [Poisson denoising on CAVE (test)](<https://www.sota2.com/research/sota/poisson-denoising-on-cave-test>)

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

Data updated: 2026-02-26T05:56:40.701Z

Evaluation of Poisson denoising performance on the test split of the CAVE dataset, typically 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 | Poisson denoising |
| Dataset (including any stated split) | CAVE (test) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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/poisson-denoising-on-cave-test.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/poisson-denoising-on-cave-test.md?metric=SSIM>): Higher is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| DAMP | 24.08 | Not recorded | 694b737853fdd5c361739990 |
| PromptIR | 21.98 | Not recorded | 694b737853fdd5c361739990 |
| MoCE-IR | 19.51 | Not recorded | 694b737853fdd5c361739990 |
| InstructIR | 18.44 | Not recorded | 694b737853fdd5c361739990 |
| DFPIR | 18.41 | Not recorded | 694b737853fdd5c361739990 |
| MP-HSIR | 16.96 | Not recorded | 694b737853fdd5c361739990 |

### DAMP

PSNR: 24.08. Result ID: 6998167b5698665ec4705d8c.

[Reporting paper](<https://www.sota2.com/research/paper/694b737853fdd5c361739990.md>)

[Method origin paper](<https://www.sota2.com/research/paper/694b737853fdd5c361739990.md>)

Recorded evaluation configuration: {"Evaluation":"Zero-Shot"}. This record does not assert independent reproduction.

### PromptIR

PSNR: 21.98. Result ID: 6998167b5698665ec4705d88.

[Reporting paper](<https://www.sota2.com/research/paper/694b737853fdd5c361739990.md>)

Recorded evaluation configuration: {"Evaluation":"Zero-Shot"}. This record does not assert independent reproduction.

### MoCE-IR

PSNR: 19.51. Result ID: 6998167b5698665ec4705d8a.

[Reporting paper](<https://www.sota2.com/research/paper/694b737853fdd5c361739990.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa776a1e209131cea7322a.md>)

[Implementation](<https://www.sota2.com/eduardzamfir.github.io/MoCE-IR/>)

Recorded evaluation configuration: {"Evaluation":"Zero-Shot"}. This record does not assert independent reproduction.

### InstructIR

PSNR: 18.44. Result ID: 6998167b5698665ec4705d87.

[Reporting paper](<https://www.sota2.com/research/paper/694b737853fdd5c361739990.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74fb1e209131cea65116.md>)

Recorded evaluation configuration: {"Evaluation":"Zero-Shot"}. This record does not assert independent reproduction.

### DFPIR

PSNR: 18.41. Result ID: 6998167b5698665ec4705d89.

[Reporting paper](<https://www.sota2.com/research/paper/694b737853fdd5c361739990.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa789b1e209131cea79463.md>)

[Implementation](<https://github.com/TxpHome/DFPIR>)

Recorded evaluation configuration: {"Evaluation":"Zero-Shot"}. This record does not assert independent reproduction.

### MP-HSIR

PSNR: 16.96. Result ID: 6998167b5698665ec4705d8b.

[Reporting paper](<https://www.sota2.com/research/paper/694b737853fdd5c361739990.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79f91e209131cea805f2.md>)

Recorded evaluation configuration: {"Evaluation":"Zero-Shot"}. This record does not assert independent reproduction.

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