# Panorama Generation on ImageNet 512x512

Source: [Panorama Generation on ImageNet 512x512](<https://www.sota2.com/research/sota/panorama-generation-on-imagenet-512x512>)

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

Data updated: 2026-02-26T05:48:11.284Z

Evaluation of panorama generation models on the ImageNet dataset subset rendered at 512x512 resolution, typically measured by LPIPS.

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 | Panorama Generation |
| Dataset (including any stated split) | ImageNet 512x512 |
| Metric | LPIPS |
| Unit | SCALAR |
| Direction | Lower 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

- [LPIPS](<https://www.sota2.com/research/sota/panorama-generation-on-imagenet-512x512.md?metric=LPIPS>): Lower is better; unit: SCALAR.

## Recorded results

| Method | LPIPS | Result date | Report paper |
| --- | --- | --- | --- |
| LEGO-PG | 0.36 | Not recorded | 68fa7b441e209131cea87662 |
| LEGO-PG | 0.37 | Not recorded | 68fa7b441e209131cea87662 |
| DiT | 0.55 | Not recorded | 68fa7b441e209131cea87662 |
| LEGO-PR | 0.55 | Not recorded | 68fa7b441e209131cea87662 |
| LEGO-PR | 0.55 | Not recorded | 68fa7b441e209131cea87662 |
| DiT | 0.76 | Not recorded | 68fa7b441e209131cea87662 |

### LEGO-PG

LPIPS: 0.36. Result ID: 698b83c37a967eddb76f3aeb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b441e209131cea87662.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b441e209131cea87662.md>)

[Implementation](<https://jegzheng.github.io/LEGODiffusion>)

Recorded evaluation configuration: {"Crop":"Grid"}. This record does not assert independent reproduction.

### LEGO-PG

LPIPS: 0.37. Result ID: 698b83c37a967eddb76f3aec.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b441e209131cea87662.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b441e209131cea87662.md>)

[Implementation](<https://jegzheng.github.io/LEGODiffusion>)

Recorded evaluation configuration: {"Crop":"Random"}. This record does not assert independent reproduction.

### DiT

LPIPS: 0.55. Result ID: 698b83c37a967eddb76f3ae9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b441e209131cea87662.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ea91e209131cea41328.md>)

Recorded evaluation configuration: {"Crop":"Grid"}. This record does not assert independent reproduction.

### LEGO-PR

LPIPS: 0.55. Result ID: 698b83c37a967eddb76f3aed.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b441e209131cea87662.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b441e209131cea87662.md>)

[Implementation](<https://jegzheng.github.io/LEGODiffusion>)

Recorded evaluation configuration: {"Crop":"Grid"}. This record does not assert independent reproduction.

### LEGO-PR

LPIPS: 0.55. Result ID: 698b83c37a967eddb76f3aee.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b441e209131cea87662.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b441e209131cea87662.md>)

[Implementation](<https://jegzheng.github.io/LEGODiffusion>)

Recorded evaluation configuration: {"Crop":"Random"}. This record does not assert independent reproduction.

### DiT

LPIPS: 0.76. Result ID: 698b83c37a967eddb76f3aea.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b441e209131cea87662.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ea91e209131cea41328.md>)

Recorded evaluation configuration: {"Crop":"Random"}. This record does not assert independent reproduction.

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