# Portrait Matting on P3M-500-P blurred images v1 (test)

Source: [Portrait Matting on P3M-500-P blurred images v1 (test)](<https://www.sota2.com/research/sota/portrait-matting-on-p3m-500-p-blurred-images-v1-test>)

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

Data updated: 2026-02-26T06:02:44.934Z

Evaluation of Portrait Matting performance on the test split of the P3M-500-P blurred images v1 dataset, using metrics like SAD, MSE, and MAD.

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 | Portrait Matting |
| Dataset (including any stated split) | P3M-500-P blurred images v1 (test) |
| Metric | SAD |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 12 of 12 |
| 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

- [SAD](<https://www.sota2.com/research/sota/portrait-matting-on-p3m-500-p-blurred-images-v1-test.md?metric=SAD>): Lower is better; unit: SCALAR.

- [MSE](<https://www.sota2.com/research/sota/portrait-matting-on-p3m-500-p-blurred-images-v1-test.md?metric=MSE>): Lower is better; unit: SCALAR.

- [MAD](<https://www.sota2.com/research/sota/portrait-matting-on-p3m-500-p-blurred-images-v1-test.md?metric=MAD>): Lower is better; unit: SCALAR.

## Recorded results

| Method | SAD | Result date | Report paper |
| --- | --- | --- | --- |
| P3M-Net | 8.73 | Not recorded | 68fa6a701e209131cea280d9 |
| P3M-Net | 11.22 | Not recorded | 68fa6a701e209131cea280d9 |
| GFM | 13.2 | Not recorded | 68fa6a701e209131cea280d9 |
| GFM | 13.54 | Not recorded | 68fa6a701e209131cea280d9 |
| BASIC | 15.13 | Not recorded | 68fa6a701e209131cea280d9 |
| SHM | 21.56 | Not recorded | 68fa6a701e209131cea280d9 |
| SHM | 23.91 | Not recorded | 68fa6a701e209131cea280d9 |
| BASIC | 24.38 | Not recorded | 68fa6a701e209131cea280d9 |
| HATT | 25.99 | Not recorded | 68fa6a701e209131cea280d9 |
| HATT | 35.02 | Not recorded | 68fa6a701e209131cea280d9 |
| LF | 41.01 | Not recorded | 68fa6a701e209131cea280d9 |
| LF | 42.95 | Not recorded | 68fa6a701e209131cea280d9 |

### P3M-Net

SAD: 8.73. Result ID: 698e3357ffc3901de09b9ac0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a701e209131cea280d9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a701e209131cea280d9.md>)

[Implementation](<https://github.com/JizhiziLi/P3M>)

Recorded evaluation configuration: {"Training Data":"Blurred"}. This record does not assert independent reproduction.

### P3M-Net

SAD: 11.22. Result ID: 698e3357ffc3901de09b9ac1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a701e209131cea280d9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a701e209131cea280d9.md>)

[Implementation](<https://github.com/JizhiziLi/P3M>)

Recorded evaluation configuration: {"Training Data":"Normal"}. This record does not assert independent reproduction.

### GFM

SAD: 13.2. Result ID: 698e3357ffc3901de09b9abc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a701e209131cea280d9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b161e209131cea2c0b3.md>)

[Implementation](<https://github.com/JizhiziLi/GFM>)

Recorded evaluation configuration: {"Training Data":"Blurred"}. This record does not assert independent reproduction.

### GFM

SAD: 13.54. Result ID: 698e3357ffc3901de09b9abd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a701e209131cea280d9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b161e209131cea2c0b3.md>)

[Implementation](<https://github.com/JizhiziLi/GFM>)

Recorded evaluation configuration: {"Training Data":"Normal"}. This record does not assert independent reproduction.

### BASIC

SAD: 15.13. Result ID: 698e3357ffc3901de09b9abe.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a701e209131cea280d9.md>)

Recorded evaluation configuration: {"Training Data":"Blurred"}. This record does not assert independent reproduction.

### SHM

SAD: 21.56. Result ID: 698e3357ffc3901de09b9ab6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a701e209131cea280d9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64e01e209131cea06fad.md>)

Recorded evaluation configuration: {"Training Data":"Blurred"}. This record does not assert independent reproduction.

### SHM

SAD: 23.91. Result ID: 698e3357ffc3901de09b9ab7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a701e209131cea280d9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64e01e209131cea06fad.md>)

Recorded evaluation configuration: {"Training Data":"Normal"}. This record does not assert independent reproduction.

### BASIC

SAD: 24.38. Result ID: 698e3357ffc3901de09b9abf.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a701e209131cea280d9.md>)

Recorded evaluation configuration: {"Training Data":"Normal"}. This record does not assert independent reproduction.

### HATT

SAD: 25.99. Result ID: 698e3357ffc3901de09b9aba.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a701e209131cea280d9.md>)

Recorded evaluation configuration: {"Training Data":"Blurred"}. This record does not assert independent reproduction.

### HATT

SAD: 35.02. Result ID: 698e3357ffc3901de09b9abb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a701e209131cea280d9.md>)

Recorded evaluation configuration: {"Training Data":"Normal"}. This record does not assert independent reproduction.

### LF

SAD: 41.01. Result ID: 698e3357ffc3901de09b9ab9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a701e209131cea280d9.md>)

Recorded evaluation configuration: {"Training Data":"Normal"}. This record does not assert independent reproduction.

### LF

SAD: 42.95. Result ID: 698e3357ffc3901de09b9ab8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a701e209131cea280d9.md>)

Recorded evaluation configuration: {"Training Data":"Blurred"}. This record does not assert independent reproduction.

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