# Image Reconstruction on ImageNet 200 images (test)

Source: [Image Reconstruction on ImageNet 200 images (test)](<https://www.sota2.com/research/sota/image-reconstruction-on-imagenet-200-images-test>)

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

Data updated: 2026-02-26T05:49:10.506Z

Evaluation of image reconstruction models using the specific '200 images' subset of the ImageNet test set, measured using metrics such as MAE, RMSE, and specialized reconstruction statistics.

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 | Image Reconstruction |
| Dataset (including any stated split) | ImageNet 200 images (test) |
| Metric | MAE |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 4 of 4 |
| 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

- [MAE](<https://www.sota2.com/research/sota/image-reconstruction-on-imagenet-200-images-test.md?metric=MAE>): Lower is better; unit: SCALAR.

- [RMSE](<https://www.sota2.com/research/sota/image-reconstruction-on-imagenet-200-images-test.md?metric=RMSE>): Lower is better; unit: SCALAR.

- [Delta sigma^2\_loc](<https://www.sota2.com/research/sota/image-reconstruction-on-imagenet-200-images-test.md?metric=Delta%20sigma%5E2_loc>): Lower is better; unit: SCALAR.

- [gamma\_min](<https://www.sota2.com/research/sota/image-reconstruction-on-imagenet-200-images-test.md?metric=gamma_min>): Higher is better; unit: PERCENT.

## Recorded results

| Method | MAE | Result date | Report paper |
| --- | --- | --- | --- |
| Phaedra | 2.64 | Not recorded | 698423f6a8b01e76cc8ee651 |
| Cosmos | 2.7 | Not recorded | 698423f6a8b01e76cc8ee651 |
| Phaedra | 3.65 | Not recorded | 698423f6a8b01e76cc8ee651 |
| Cosmos | 4.83 | Not recorded | 698423f6a8b01e76cc8ee651 |

### Phaedra

MAE: 2.64. Result ID: 69974b6f5698665ec49cd33f.

[Reporting paper](<https://www.sota2.com/research/paper/698423f6a8b01e76cc8ee651.md>)

[Method origin paper](<https://www.sota2.com/research/paper/698423f6a8b01e76cc8ee651.md>)

Recorded evaluation configuration: {"Bottleneck resolution":"8x8"}. This record does not assert independent reproduction.

### Cosmos

MAE: 2.7. Result ID: 69974b6f5698665ec49cd340.

[Reporting paper](<https://www.sota2.com/research/paper/698423f6a8b01e76cc8ee651.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79ec1e209131cea7ffbc.md>)

Recorded evaluation configuration: {"Bottleneck resolution":"8x8"}. This record does not assert independent reproduction.

### Phaedra

MAE: 3.65. Result ID: 69974b6f5698665ec49cd341.

[Reporting paper](<https://www.sota2.com/research/paper/698423f6a8b01e76cc8ee651.md>)

[Method origin paper](<https://www.sota2.com/research/paper/698423f6a8b01e76cc8ee651.md>)

Recorded evaluation configuration: {"Bottleneck resolution":"16x16"}. This record does not assert independent reproduction.

### Cosmos

MAE: 4.83. Result ID: 69974b6f5698665ec49cd342.

[Reporting paper](<https://www.sota2.com/research/paper/698423f6a8b01e76cc8ee651.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79ec1e209131cea7ffbc.md>)

Recorded evaluation configuration: {"Bottleneck resolution":"16x16"}. This record does not assert independent reproduction.

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