# Image Generation on ImageNet 256 x 256 partial (train)

Source: [Image Generation on ImageNet 256 x 256 partial (train)](<https://www.sota2.com/research/sota/image-generation-on-imagenet-256-x-256-partial-train>)

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

Data updated: 2026-06-04T10:54:35.850Z

Evaluation of image generation models on a partial training split of the ImageNet dataset rendered at 256x256 resolution. Metrics include FID and Curvature.

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 Generation |
| Dataset (including any stated split) | ImageNet 256 x 256 partial (train) |
| Metric | FID |
| 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

- [FID](<https://www.sota2.com/research/sota/image-generation-on-imagenet-256-x-256-partial-train.md?metric=FID>): Lower is better; unit: SCALAR.

- [Curvature](<https://www.sota2.com/research/sota/image-generation-on-imagenet-256-x-256-partial-train.md?metric=Curvature>): Higher is better; unit: SCALAR.

## Recorded results

| Method | FID | Result date | Report paper |
| --- | --- | --- | --- |
| Ours | 248.42 | Not recorded | 6a2106dec10484bac23f0521 |
| Ours | 268.14 | Not recorded | 6a2106dec10484bac23f0521 |
| IFM | 314.8 | Not recorded | 6a2106dec10484bac23f0521 |
| IFM | 322.18 | Not recorded | 6a2106dec10484bac23f0521 |

### Ours

FID: 248.42. Result ID: 6a21595bfbc373592c1de236.

[Reporting paper](<https://www.sota2.com/research/paper/6a2106dec10484bac23f0521.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a2106dec10484bac23f0521.md>)

Recorded evaluation configuration: {"Classifier-Free Guidance":"True","NFE":"1.09 (effective)"}. This record does not assert independent reproduction.

### Ours

FID: 268.14. Result ID: 6a21595bfbc373592c1de234.

[Reporting paper](<https://www.sota2.com/research/paper/6a2106dec10484bac23f0521.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a2106dec10484bac23f0521.md>)

Recorded evaluation configuration: {"Classifier-Free Guidance":"False","NFE":"1.09 (effective)"}. This record does not assert independent reproduction.

### IFM

FID: 314.8. Result ID: 6a21595bfbc373592c1de235.

[Reporting paper](<https://www.sota2.com/research/paper/6a2106dec10484bac23f0521.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e7b1e209131cea4028c.md>)

Recorded evaluation configuration: {"Classifier-Free Guidance":"True","NFE":"1"}. This record does not assert independent reproduction.

### IFM

FID: 322.18. Result ID: 6a21595bfbc373592c1de233.

[Reporting paper](<https://www.sota2.com/research/paper/6a2106dec10484bac23f0521.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e7b1e209131cea4028c.md>)

Recorded evaluation configuration: {"Classifier-Free Guidance":"False","NFE":"1"}. This record does not assert independent reproduction.

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