# Exocentric-to-Egocentric Translation on Assembly101 (unseen actions)

Source: [Exocentric-to-Egocentric Translation on Assembly101 (unseen actions)](<https://www.sota2.com/research/sota/exocentric-to-egocentric-translation-on-assembly101-unseen-actions>)

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

Data updated: 2026-03-05T08:21:41.530Z

Evaluation of video translation models converting exocentric views to egocentric views using the Assembly101 dataset, focusing on unseen actions. Metrics cover visual quality (FID, PSNR, SSIM, LPIPS, CLIPScore) and pose estimation accuracy (PA-MPJPE).

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 | Exocentric-to-Egocentric Translation |
| Dataset (including any stated split) | Assembly101 (unseen actions) |
| 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/exocentric-to-egocentric-translation-on-assembly101-unseen-actions.md?metric=FID>): Lower is better; unit: SCALAR.

- [PSNR](<https://www.sota2.com/research/sota/exocentric-to-egocentric-translation-on-assembly101-unseen-actions.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/exocentric-to-egocentric-translation-on-assembly101-unseen-actions.md?metric=SSIM>): Higher is better; unit: PERCENT.

- [LPIPS](<https://www.sota2.com/research/sota/exocentric-to-egocentric-translation-on-assembly101-unseen-actions.md?metric=LPIPS>): Lower is better; unit: SCALAR.

- [PA-MPJPE](<https://www.sota2.com/research/sota/exocentric-to-egocentric-translation-on-assembly101-unseen-actions.md?metric=PA-MPJPE>): Lower is better; unit: SCALAR.

- [CLIPScore](<https://www.sota2.com/research/sota/exocentric-to-egocentric-translation-on-assembly101-unseen-actions.md?metric=CLIPScore>): Higher is better; unit: PERCENT.

## Recorded results

| Method | FID | Result date | Report paper |
| --- | --- | --- | --- |
| EgoWorld | 50.232 | Not recorded | 68fa798e1e209131cea7e308 |
| CFLD | 53.931 | Not recorded | 68fa798e1e209131cea7e308 |
| pix2pixHD | 350.97 | Not recorded | 68fa798e1e209131cea7e308 |
| pixelNeRF | 356.44 | Not recorded | 68fa798e1e209131cea7e308 |

### EgoWorld

FID: 50.232. Result ID: 69a93d036dbb7075b95297d6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa798e1e209131cea7e308.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa798e1e209131cea7e308.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### CFLD

FID: 53.931. Result ID: 69a93d036dbb7075b95297d5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa798e1e209131cea7e308.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72cf1e209131cea589f5.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### pix2pixHD

FID: 350.97. Result ID: 69a93d036dbb7075b95297d3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa798e1e209131cea7e308.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64c11e209131cea06591.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### pixelNeRF

FID: 356.44. Result ID: 69a93d036dbb7075b95297d4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa798e1e209131cea7e308.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a0e1e209131cea25d64.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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