# Fast moving object deblurring on TbD Dataset

Source: [Fast moving object deblurring on TbD Dataset](<https://www.sota2.com/research/sota/fast-moving-object-deblurring-on-tbd-dataset>)

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

Data updated: 2026-02-26T05:55:33.608Z

Evaluation of model performance on fast moving object deblurring using the TbD Dataset, measured by TIoU, PSNR, and SSIM.

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 | Fast moving object deblurring |
| Dataset (including any stated split) | TbD Dataset |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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/fast-moving-object-deblurring-on-tbd-dataset.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [TIoU](<https://www.sota2.com/research/sota/fast-moving-object-deblurring-on-tbd-dataset.md?metric=TIoU>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/fast-moving-object-deblurring-on-tbd-dataset.md?metric=SSIM>): Higher is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| MfB | 26.63 | Not recorded | 68fa6c2e1e209131cea329a0 |
| SfB | 25.66 | Not recorded | 68fa6c2e1e209131cea329a0 |
| DeFMO | 25.57 | Not recorded | 68fa6c2e1e209131cea329a0 |
| TbD-3D | 25.21 | Not recorded | 68fa6c2e1e209131cea329a0 |
| Jin et al. | 24.9 | Not recorded | 68fa6c2e1e209131cea329a0 |
| DeblurGAN-v2 | 24.27 | Not recorded | 68fa6c2e1e209131cea329a0 |
| TbD | 23.22 | Not recorded | 68fa6c2e1e209131cea329a0 |

### MfB

PSNR: 26.63. Result ID: 698eeb153a6c314849f367d2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c2e1e209131cea329a0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c2e1e209131cea329a0.md>)

[Implementation](<https://www.sota2.com/github.com/rozumden/MotionFromBlur>)

Recorded evaluation configuration: {"temporal sliding window":"N=3"}. This record does not assert independent reproduction.

### SfB

PSNR: 25.66. Result ID: 698eeb153a6c314849f367d1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c2e1e209131cea329a0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b1b1e209131cea2c46d.md>)

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

### DeFMO

PSNR: 25.57. Result ID: 698eeb153a6c314849f367d0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c2e1e209131cea329a0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b431e209131cea2d138.md>)

[Implementation](<https://github.com/rozumden/DeFMO>)

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

### TbD-3D

PSNR: 25.21. Result ID: 698eeb153a6c314849f367cf.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c2e1e209131cea329a0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa689e1e209131cea1d202.md>)

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

### Jin et al.

PSNR: 24.9. Result ID: 698eeb153a6c314849f367cc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c2e1e209131cea329a0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64451e209131cea03a3d.md>)

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

### DeblurGAN-v2

PSNR: 24.27. Result ID: 698eeb153a6c314849f367cd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c2e1e209131cea329a0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa663a1e209131cea0efcf.md>)

[Implementation](<https://github.com/KupynOrest/DeblurGANv2>)

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

### TbD

PSNR: 23.22. Result ID: 698eeb153a6c314849f367ce.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c2e1e209131cea329a0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67b01e209131cea17cfd.md>)

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

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