# Video Frame Interpolation on DAVIS and RealEstate10K (Frame Gap = 23)

Source: [Video Frame Interpolation on DAVIS and RealEstate10K (Frame Gap = 23)](<https://www.sota2.com/research/sota/video-frame-interpolation-on-davis-and-realestate10k-frame-gap-23>)

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

Data updated: 2026-02-26T05:48:15.356Z

Evaluation of Video Frame Interpolation performance using LPIPS, FID, VBench, FVMD, and FVD metrics on the combined DAVIS and RealEstate10K datasets configured with a frame gap of 23.

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 | Video Frame Interpolation |
| Dataset (including any stated split) | DAVIS and RealEstate10K Frame Gap = 23 |
| Metric | LPIPS |
| Unit | SCALAR |
| Direction | Lower 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

- [LPIPS](<https://www.sota2.com/research/sota/video-frame-interpolation-on-davis-and-realestate10k-frame-gap-23.md?metric=LPIPS>): Lower is better; unit: SCALAR.

- [FID](<https://www.sota2.com/research/sota/video-frame-interpolation-on-davis-and-realestate10k-frame-gap-23.md?metric=FID>): Lower is better; unit: SCALAR.

- [VBench](<https://www.sota2.com/research/sota/video-frame-interpolation-on-davis-and-realestate10k-frame-gap-23.md?metric=VBench>): Higher is better; unit: PERCENT.

- [FVMD](<https://www.sota2.com/research/sota/video-frame-interpolation-on-davis-and-realestate10k-frame-gap-23.md?metric=FVMD>): Lower is better; unit: SCALAR.

- [FVD](<https://www.sota2.com/research/sota/video-frame-interpolation-on-davis-and-realestate10k-frame-gap-23.md?metric=FVD>): Lower is better; unit: SCALAR.

## Recorded results

| Method | LPIPS | Result date | Report paper |
| --- | --- | --- | --- |
| FILM | 0.154 | Not recorded | 68fa763e1e209131cea6c106 |
| FCVG | 0.1832 | Not recorded | 68fa763e1e209131cea6c106 |
| GI | 0.2155 | Not recorded | 68fa763e1e209131cea6c106 |
| TRF | 0.3687 | Not recorded | 68fa763e1e209131cea6c106 |
| DynamiCrafter | 0.3886 | Not recorded | 68fa763e1e209131cea6c106 |

### FILM

LPIPS: 0.154. Result ID: 6994362e3a6c3148491bc894.

[Reporting paper](<https://www.sota2.com/research/paper/68fa763e1e209131cea6c106.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cfc1e209131cea371e9.md>)

[Implementation](<https://film-net.github.io/>)

Recorded evaluation configuration: {"Frame Gap":23,"Type":"Optical Flow"}. This record does not assert independent reproduction.

### FCVG

LPIPS: 0.1832. Result ID: 6994362e3a6c3148491bc898.

[Reporting paper](<https://www.sota2.com/research/paper/68fa763e1e209131cea6c106.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa763e1e209131cea6c106.md>)

[Implementation](<https://fcvg-inbetween.github.io/>)

Recorded evaluation configuration: {"Frame Gap":23,"Type":"Generative"}. This record does not assert independent reproduction.

### GI

LPIPS: 0.2155. Result ID: 6994362e3a6c3148491bc897.

[Reporting paper](<https://www.sota2.com/research/paper/68fa763e1e209131cea6c106.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76f11e209131cea70208.md>)

Recorded evaluation configuration: {"Frame Gap":23,"Type":"Generative"}. This record does not assert independent reproduction.

### TRF

LPIPS: 0.3687. Result ID: 6994362e3a6c3148491bc896.

[Reporting paper](<https://www.sota2.com/research/paper/68fa763e1e209131cea6c106.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa729e1e209131cea57941.md>)

Recorded evaluation configuration: {"Frame Gap":23,"Type":"Generative"}. This record does not assert independent reproduction.

### DynamiCrafter

LPIPS: 0.3886. Result ID: 6994362e3a6c3148491bc895.

[Reporting paper](<https://www.sota2.com/research/paper/68fa763e1e209131cea6c106.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71491e209131cea50702.md>)

Recorded evaluation configuration: {"Frame Gap":23,"Type":"Generative"}. This record does not assert independent reproduction.

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