# Dynamic View Synthesis on NDVS (Balloon2 scene)

Source: [Dynamic View Synthesis on NDVS (Balloon2 scene)](<https://www.sota2.com/research/sota/dynamic-view-synthesis-on-ndvs-balloon2-scene>)

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

Data updated: 2026-02-26T05:55:44.394Z

Evaluation of Dynamic View Synthesis performance on the Balloon2 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) (Balloon2 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-ndvs-balloon2-scene.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/dynamic-view-synthesis-on-ndvs-balloon2-scene.md?metric=SSIM>): Higher is better; unit: PERCENT.

- [LPIPS](<https://www.sota2.com/research/sota/dynamic-view-synthesis-on-ndvs-balloon2-scene.md?metric=LPIPS>): Lower is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| NSFF | 30.59 | Not recorded | 68fa6ee21e209131cea42a19 |
| Flow supervision for Deformable NeRF | 25.82 | Not recorded | 68fa6ee21e209131cea42a19 |
| Nerfies (w/o flow) | 24.91 | Not recorded | 68fa6ee21e209131cea42a19 |
| NSFF | 24.46 | Not recorded | 68fa6ee21e209131cea42a19 |
| Nerfies (w/o flow) | 20.5 | Not recorded | 68fa6ee21e209131cea42a19 |
| NR-NeRF | 20.49 | Not recorded | 68fa6ee21e209131cea42a19 |
| Flow supervision for Deformable NeRF | 20.13 | Not recorded | 68fa6ee21e209131cea42a19 |
| NR-NeRF | 12.65 | Not recorded | 68fa6ee21e209131cea42a19 |

### NSFF

PSNR: 30.59. Result ID: 6990793a3a6c31484900d126.

[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.

### Flow supervision for Deformable NeRF

PSNR: 25.82. Result ID: 6990793a3a6c31484900d12c.

[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.

### Nerfies (w/o flow)

PSNR: 24.91. Result ID: 6990793a3a6c31484900d12a.

[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.

### NSFF

PSNR: 24.46. Result ID: 6990793a3a6c31484900d127.

[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.

### Nerfies (w/o flow)

PSNR: 20.5. Result ID: 6990793a3a6c31484900d12b.

[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.

### NR-NeRF

PSNR: 20.49. Result ID: 6990793a3a6c31484900d128.

[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: 20.13. Result ID: 6990793a3a6c31484900d12d.

[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.

### NR-NeRF

PSNR: 12.65. Result ID: 6990793a3a6c31484900d129.

[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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