# Image Reconstruction on ImageNet 128x128 (test val)

Source: [Image Reconstruction on ImageNet 128x128 (test val)](<https://www.sota2.com/research/sota/image-reconstruction-on-imagenet-128x128-test-val>)

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

Data updated: 2026-06-30T10:49:05.550Z

Evaluation of image reconstruction models using the combined test and validation splits of ImageNet rendered specifically at 128x128 resolution.

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 128x128 (test val) |
| Metric | rFID |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 10 of 10 |
| 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

- [rFID](<https://www.sota2.com/research/sota/image-reconstruction-on-imagenet-128x128-test-val.md?metric=rFID>): Lower is better; unit: SCALAR.

- [LPIPS](<https://www.sota2.com/research/sota/image-reconstruction-on-imagenet-128x128-test-val.md?metric=LPIPS>): Lower is better; unit: SCALAR.

## Recorded results

| Method | rFID | Result date | Report paper |
| --- | --- | --- | --- |
| SSDD-XL | 0.81 | Not recorded | 68fa7be11e209131cea8b06c |
| SSDD-L | 0.88 | Not recorded | 68fa7be11e209131cea8b06c |
| ε-VAE (H) | 1 | Not recorded | 68fa7be11e209131cea8b06c |
| SSDD-M | 1.04 | Not recorded | 68fa7be11e209131cea8b06c |
| ε-VAE (XL) | 1.34 | Not recorded | 68fa7be11e209131cea8b06c |
| ε-VAE (L) | 1.47 | Not recorded | 68fa7be11e209131cea8b06c |
| SSDD-B | 1.48 | Not recorded | 68fa7be11e209131cea8b06c |
| ε-VAE (M) | 1.58 | Not recorded | 68fa7be11e209131cea8b06c |
| SSDD-S | 1.89 | Not recorded | 68fa7be11e209131cea8b06c |
| ε-VAE (B) | 1.94 | Not recorded | 68fa7be11e209131cea8b06c |

### SSDD-XL

rFID: 0.81. Result ID: 6a439f06fbc373592c96f769.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7be11e209131cea8b06c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7be11e209131cea8b06c.md>)

Recorded evaluation configuration: {"Decoder Parameters (#D)":"153.8M","Encoder":"f8c4","Distillation strategy":"single-step distilled"}. This record does not assert independent reproduction.

### SSDD-L

rFID: 0.88. Result ID: 6a439f06fbc373592c96f768.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7be11e209131cea8b06c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7be11e209131cea8b06c.md>)

Recorded evaluation configuration: {"Decoder Parameters (#D)":"85.2M","Encoder":"f8c4","Distillation strategy":"single-step distilled"}. This record does not assert independent reproduction.

### ε-VAE (H)

rFID: 1. Result ID: 6a439f06fbc373592c96f764.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7be11e209131cea8b06c.md>)

Recorded evaluation configuration: {"Decoder Parameters (#D)":"355.6M","Encoder":"f8c4"}. This record does not assert independent reproduction.

### SSDD-M

rFID: 1.04. Result ID: 6a439f06fbc373592c96f767.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7be11e209131cea8b06c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7be11e209131cea8b06c.md>)

Recorded evaluation configuration: {"Decoder Parameters (#D)":"48.0M","Encoder":"f8c4","Distillation strategy":"single-step distilled"}. This record does not assert independent reproduction.

### ε-VAE (XL)

rFID: 1.34. Result ID: 6a439f06fbc373592c96f763.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7be11e209131cea8b06c.md>)

Recorded evaluation configuration: {"Decoder Parameters (#D)":"140.6M","Encoder":"f8c4"}. This record does not assert independent reproduction.

### ε-VAE (L)

rFID: 1.47. Result ID: 6a439f06fbc373592c96f762.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7be11e209131cea8b06c.md>)

Recorded evaluation configuration: {"Decoder Parameters (#D)":"89.0M","Encoder":"f8c4"}. This record does not assert independent reproduction.

### SSDD-B

rFID: 1.48. Result ID: 6a439f06fbc373592c96f766.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7be11e209131cea8b06c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7be11e209131cea8b06c.md>)

Recorded evaluation configuration: {"Decoder Parameters (#D)":"20.2M","Encoder":"f8c4","Distillation strategy":"single-step distilled"}. This record does not assert independent reproduction.

### ε-VAE (M)

rFID: 1.58. Result ID: 6a439f06fbc373592c96f761.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7be11e209131cea8b06c.md>)

Recorded evaluation configuration: {"Decoder Parameters (#D)":"49.3M","Encoder":"f8c4"}. This record does not assert independent reproduction.

### SSDD-S

rFID: 1.89. Result ID: 6a439f06fbc373592c96f765.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7be11e209131cea8b06c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7be11e209131cea8b06c.md>)

Recorded evaluation configuration: {"Decoder Parameters (#D)":"13.4M","Encoder":"f8c4","Distillation strategy":"single-step distilled"}. This record does not assert independent reproduction.

### ε-VAE (B)

rFID: 1.94. Result ID: 6a439f06fbc373592c96f760.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7be11e209131cea8b06c.md>)

Recorded evaluation configuration: {"Decoder Parameters (#D)":"20.6M","Encoder":"f8c4"}. This record does not assert independent reproduction.

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