# 4D Reconstruction on Real-MV-4D

Source: [4D Reconstruction on Real-MV-4D](<https://www.sota2.com/research/sota/4d-reconstruction-on-real-mv-4d>)

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

Data updated: 2026-05-26T11:23:03.937Z

Evaluation of 4D Reconstruction performance on the Real-MV-4D dataset, reporting image quality metrics such as PSNR, SSIM, and 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 | 4D Reconstruction |
| Dataset (including any stated split) | Real-MV-4D |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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

- [PSNR](<https://www.sota2.com/research/sota/4d-reconstruction-on-real-mv-4d.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/4d-reconstruction-on-real-mv-4d.md?metric=SSIM>): Higher is better; unit: PERCENT.

- [LPIPS](<https://www.sota2.com/research/sota/4d-reconstruction-on-real-mv-4d.md?metric=LPIPS>): Lower is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| Full-4D | 15.5 | Not recorded | 6a152943dbd7150506f7e108 |
| TrajectoryCrafter | 13.6 | Not recorded | 6a152943dbd7150506f7e108 |
| ReCamMaster | 13.45 | Not recorded | 6a152943dbd7150506f7e108 |
| DimensionX | 13.32 | Not recorded | 6a152943dbd7150506f7e108 |
| Free4D | 13.16 | Not recorded | 6a152943dbd7150506f7e108 |

### Full-4D

PSNR: 15.5. Result ID: 6a158293fbc373592c0de352.

[Reporting paper](<https://www.sota2.com/research/paper/6a152943dbd7150506f7e108.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a152943dbd7150506f7e108.md>)

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

### TrajectoryCrafter

PSNR: 13.6. Result ID: 6a158293fbc373592c0de351.

[Reporting paper](<https://www.sota2.com/research/paper/6a152943dbd7150506f7e108.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa775a1e209131cea72a3f.md>)

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

### ReCamMaster

PSNR: 13.45. Result ID: 6a158293fbc373592c0de350.

[Reporting paper](<https://www.sota2.com/research/paper/6a152943dbd7150506f7e108.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79e61e209131cea7fdc3.md>)

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

### DimensionX

PSNR: 13.32. Result ID: 6a158293fbc373592c0de34f.

[Reporting paper](<https://www.sota2.com/research/paper/6a152943dbd7150506f7e108.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa759f1e209131cea6907d.md>)

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

### Free4D

PSNR: 13.16. Result ID: 6a158293fbc373592c0de34e.

[Reporting paper](<https://www.sota2.com/research/paper/6a152943dbd7150506f7e108.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77a31e209131cea748ce.md>)

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

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