# Optical Flow on collected moved scenes

Source: [Optical Flow on collected moved scenes](<https://www.sota2.com/research/sota/optical-flow-on-collected-moved-scenes>)

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

Data updated: 2026-02-26T05:41:46.446Z

Evaluation of Optical Flow performance on the 'collected moved scenes' dataset, typically measured using Endpoint Error (EPE).

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 | Optical Flow |
| Dataset (including any stated split) | collected moved scenes |
| Metric | EPE |
| Unit | SCALAR |
| Direction | Lower 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

- [EPE](<https://www.sota2.com/research/sota/optical-flow-on-collected-moved-scenes.md?metric=EPE>): Lower is better; unit: SCALAR.

## Recorded results

| Method | EPE | Result date | Report paper |
| --- | --- | --- | --- |
| Reference | 0 | Not recorded | 68fa6a7d1e209131cea2892c |
| physics-based noise model | 8.49 | Not recorded | 68fa6a7d1e209131cea2892c |
| Paired real data | 10.36 | Not recorded | 68fa6a7d1e209131cea2892c |
| Noiseflow | 11.32 | Not recorded | 68fa6a7d1e209131cea2892c |
| Noise2Noise | 11.97 | Not recorded | 68fa6a7d1e209131cea2892c |
| G+P | 14.6 | Not recorded | 68fa6a7d1e209131cea2892c |
| BM3D | 15.52 | Not recorded | 68fa6a7d1e209131cea2892c |
| Input | 22.44 | Not recorded | 68fa6a7d1e209131cea2892c |

### Reference

EPE: 0. Result ID: 698e3b6cffc3901de09bda39.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a7d1e209131cea2892c.md>)

Recorded evaluation configuration: {"Model":"Reference"}. This record does not assert independent reproduction.

### physics-based noise model

EPE: 8.49. Result ID: 698e3b6cffc3901de09bda38.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a7d1e209131cea2892c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a7d1e209131cea2892c.md>)

Recorded evaluation configuration: {"Model":"Ours"}. This record does not assert independent reproduction.

### Paired real data

EPE: 10.36. Result ID: 698e3b6cffc3901de09bda37.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a7d1e209131cea2892c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa644b1e209131cea03c6a.md>)

Recorded evaluation configuration: {"Model":"Paired real data"}. This record does not assert independent reproduction.

### Noiseflow

EPE: 11.32. Result ID: 698e3b6cffc3901de09bda35.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a7d1e209131cea2892c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66391e209131cea0ef04.md>)

[Implementation](<https://github.com/BorealisAI/noise_flow>)

Recorded evaluation configuration: {"Model":"Noiseflow"}. This record does not assert independent reproduction.

### Noise2Noise

EPE: 11.97. Result ID: 698e3b6cffc3901de09bda34.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a7d1e209131cea2892c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64f91e209131cea0778f.md>)

Recorded evaluation configuration: {"Model":"Noise2Noise"}. This record does not assert independent reproduction.

### G+P

EPE: 14.6. Result ID: 698e3b6cffc3901de09bda36.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a7d1e209131cea2892c.md>)

Recorded evaluation configuration: {"Model":"G+P"}. This record does not assert independent reproduction.

### BM3D

EPE: 15.52. Result ID: 698e3b6cffc3901de09bda33.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a7d1e209131cea2892c.md>)

Recorded evaluation configuration: {"Model":"BM3D"}. This record does not assert independent reproduction.

### Input

EPE: 22.44. Result ID: 698e3b6cffc3901de09bda32.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a7d1e209131cea2892c.md>)

Recorded evaluation configuration: {"Model":"Input"}. This record does not assert independent reproduction.

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