# Dynamic View Synthesis on NVIDIA dynamic view synthesis (NDVS) Umbrella scene

Source: [Dynamic View Synthesis on NVIDIA dynamic view synthesis (NDVS) Umbrella scene](<https://www.sota2.com/research/sota/dynamic-view-synthesis-on-nvidia-dynamic-view-synthesis-ndvs-umbrella-scene>)

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

Data updated: 2026-02-26T05:55:44.413Z

Evaluation of Dynamic View Synthesis performance specifically on the Umbrella scene subset of the NVIDIA Dynamic View Synthesis (NDVS) dataset, reporting reconstruction quality metrics (PSNR, SSIM, 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 | Dynamic View Synthesis |
| Dataset (including any stated split) | NVIDIA dynamic view synthesis (NDVS) Umbrella scene |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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/dynamic-view-synthesis-on-nvidia-dynamic-view-synthesis-ndvs-umbrella-scene.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/dynamic-view-synthesis-on-nvidia-dynamic-view-synthesis-ndvs-umbrella-scene.md?metric=SSIM>): Higher is better; unit: PERCENT.

- [LPIPS](<https://www.sota2.com/research/sota/dynamic-view-synthesis-on-nvidia-dynamic-view-synthesis-ndvs-umbrella-scene.md?metric=LPIPS>): Lower is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| NSFF | 24.4 | Not recorded | 68fa6ee21e209131cea42a19 |
| Nerfies (w/o flow) | 24.29 | Not recorded | 68fa6ee21e209131cea42a19 |
| Flow supervision for Deformable NeRF | 24.25 | Not recorded | 68fa6ee21e209131cea42a19 |
| NR-NeRF | 20.2 | Not recorded | 68fa6ee21e209131cea42a19 |
| Flow supervision for Deformable NeRF | 18 | Not recorded | 68fa6ee21e209131cea42a19 |
| Nerfies (w/o flow) | 17.57 | Not recorded | 68fa6ee21e209131cea42a19 |
| NSFF | 16.82 | Not recorded | 68fa6ee21e209131cea42a19 |
| NR-NeRF | 16.2 | Not recorded | 68fa6ee21e209131cea42a19 |

### NSFF

PSNR: 24.4. Result ID: 6990793a3a6c31484900d12e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ee21e209131cea42a19.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69c91e209131cea23fac.md>)

Recorded evaluation configuration: {"Evaluation Region":"Full image"}. This record does not assert independent reproduction.

### Nerfies (w/o flow)

PSNR: 24.29. Result ID: 6990793a3a6c31484900d132.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ee21e209131cea42a19.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6aba1e209131cea2a171.md>)

Recorded evaluation configuration: {"Evaluation Region":"Full image"}. This record does not assert independent reproduction.

### Flow supervision for Deformable NeRF

PSNR: 24.25. Result ID: 6990793a3a6c31484900d134.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ee21e209131cea42a19.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ee21e209131cea42a19.md>)

[Implementation](<https://mightychaos.github.io/projects/fsdnerf>)

Recorded evaluation configuration: {"Evaluation Region":"Full image"}. This record does not assert independent reproduction.

### NR-NeRF

PSNR: 20.2. Result ID: 6990793a3a6c31484900d130.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ee21e209131cea42a19.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a981e209131cea29313.md>)

Recorded evaluation configuration: {"Evaluation Region":"Full image"}. This record does not assert independent reproduction.

### Flow supervision for Deformable NeRF

PSNR: 18. Result ID: 6990793a3a6c31484900d135.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ee21e209131cea42a19.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ee21e209131cea42a19.md>)

[Implementation](<https://mightychaos.github.io/projects/fsdnerf>)

Recorded evaluation configuration: {"Evaluation Region":"Dynamic regions"}. This record does not assert independent reproduction.

### Nerfies (w/o flow)

PSNR: 17.57. Result ID: 6990793a3a6c31484900d133.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ee21e209131cea42a19.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6aba1e209131cea2a171.md>)

Recorded evaluation configuration: {"Evaluation Region":"Dynamic regions"}. This record does not assert independent reproduction.

### NSFF

PSNR: 16.82. Result ID: 6990793a3a6c31484900d12f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ee21e209131cea42a19.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69c91e209131cea23fac.md>)

Recorded evaluation configuration: {"Evaluation Region":"Dynamic regions"}. This record does not assert independent reproduction.

### NR-NeRF

PSNR: 16.2. Result ID: 6990793a3a6c31484900d131.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ee21e209131cea42a19.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a981e209131cea29313.md>)

Recorded evaluation configuration: {"Evaluation Region":"Dynamic regions"}. This record does not assert independent reproduction.

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