# Fast Moving Object Deblurring and Trajectory Estimation on TbD-3D v1 (test)

Source: [Fast Moving Object Deblurring and Trajectory Estimation on TbD-3D v1 (test)](<https://www.sota2.com/research/sota/fast-moving-object-deblurring-and-trajectory-estimation-on-tbd-3d-v1-test>)

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

Data updated: 2026-02-26T05:55:30.521Z

Evaluation of performance for deblurring fast-moving objects and estimating their trajectories using the test split of the TbD-3D v1 dataset. Metrics include PSNR, SSIM, and TIoU.

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 and Trajectory Estimation |
| Dataset (including any stated split) | TbD-3D v1 (test) |
| 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/fast-moving-object-deblurring-and-trajectory-estimation-on-tbd-3d-v1-test.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [TIoU](<https://www.sota2.com/research/sota/fast-moving-object-deblurring-and-trajectory-estimation-on-tbd-3d-v1-test.md?metric=TIoU>): Higher is better; unit: PERCENT.

- [SSIM](<https://www.sota2.com/research/sota/fast-moving-object-deblurring-and-trajectory-estimation-on-tbd-3d-v1-test.md?metric=SSIM>): Higher is better; unit: PERCENT.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| DeFMO | 26.23 | Not recorded | 68fa6b431e209131cea2d138 |
| TbD-3D-Oracle | 24.84 | Not recorded | 68fa6b431e209131cea2d138 |
| Input I | 24.8 | Not recorded | 68fa6b431e209131cea2d138 |
| Jin et al. | 24.52 | Not recorded | 68fa6b431e209131cea2d138 |
| Debl.GAN | 23.58 | Not recorded | 68fa6b431e209131cea2d138 |
| TbD-3D | 23.13 | Not recorded | 68fa6b431e209131cea2d138 |
| Input B | 19.81 | Not recorded | 68fa6b431e209131cea2d138 |
| TbD | 18.84 | Not recorded | 68fa6b431e209131cea2d138 |

### DeFMO

PSNR: 26.23. Result ID: 698e73afffc3901de09db6b1.

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

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

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

Recorded evaluation configuration: {"Runtime":"20 fps","Resolution":"240 x 320"}. This record does not assert independent reproduction.

### TbD-3D-Oracle

PSNR: 24.84. Result ID: 698e73afffc3901de09db6b2.

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

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

Recorded evaluation configuration: {"Trajectory":"Ground Truth Oracle","Runtime":"0.001 fps","Resolution":"240 x 320"}. This record does not assert independent reproduction.

### Input I

PSNR: 24.8. Result ID: 698e73afffc3901de09db6ac.

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

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

### Jin et al.

PSNR: 24.52. Result ID: 698e73afffc3901de09db6ad.

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

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

Recorded evaluation configuration: {"Runtime":"2 fps","Resolution":"240 x 320"}. This record does not assert independent reproduction.

### Debl.GAN

PSNR: 23.58. Result ID: 698e73afffc3901de09db6ae.

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

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

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

Recorded evaluation configuration: {"Runtime":"10 fps","Resolution":"240 x 320"}. This record does not assert independent reproduction.

### TbD-3D

PSNR: 23.13. Result ID: 698e73afffc3901de09db6b0.

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

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

Recorded evaluation configuration: {"Runtime":"0.001 fps","Resolution":"240 x 320"}. This record does not assert independent reproduction.

### Input B

PSNR: 19.81. Result ID: 698e73afffc3901de09db6ab.

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

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

### TbD

PSNR: 18.84. Result ID: 698e73afffc3901de09db6af.

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

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

Recorded evaluation configuration: {"Runtime":"0.01 fps","Resolution":"240 x 320"}. This record does not assert independent reproduction.

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