# Portrait Matting on P3M-500-P 1.0 (test) Source: [Portrait Matting on P3M-500-P 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:02:44.892Z Evaluation of Portrait Matting performance on the test split of the P3M-500-P 1.0 dataset, utilizing metrics such as SAD, MSE, MAD, and their trimap-based variants (SAD-T, MSE-T, MAD-T). 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 1.0 (test) | | Metric | SAD | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 18 of 18 | | 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](): Lower is better; unit: SCALAR. - [MSE](): Lower is better; unit: SCALAR. - [MAD](): Lower is better; unit: SCALAR. - [SAD-T](): Lower is better; unit: SCALAR. - [MSE-T](): Lower is better; unit: SCALAR. - [MAD-T](): Lower is better; unit: SCALAR. - [GRAD](): Lower is better; unit: SCALAR. - [CONN](): Lower is better; unit: SCALAR. ## Recorded results | Method | SAD | Result date | Report paper | | --- | --- | --- | --- | | DIM | 4.89 | Not recorded | 68fa6a701e209131cea280d9 | | P3M-Net | 8.73 | Not recorded | 68fa6a701e209131cea280d9 | | P3M-Net | 9.06 | Not recorded | 68fa6a701e209131cea280d9 | | P3M-Net | 9.22 | Not recorded | 68fa6a701e209131cea280d9 | | GFM | 10.73 | Not recorded | 68fa6a701e209131cea280d9 | | GFM | 13.08 | Not recorded | 68fa6a701e209131cea280d9 | | GFM | 13.2 | Not recorded | 68fa6a701e209131cea280d9 | | BASIC | 14.52 | Not recorded | 68fa6a701e209131cea280d9 | | BASIC | 15.52 | Not recorded | 68fa6a701e209131cea280d9 | | SHM | 17.13 | Not recorded | 68fa6a701e209131cea280d9 | | SHM | 21.56 | Not recorded | 68fa6a701e209131cea280d9 | | HATT | 22.93 | Not recorded | 68fa6a701e209131cea280d9 | | SHM | 24.33 | Not recorded | 68fa6a701e209131cea280d9 | | HATT | 25.99 | Not recorded | 68fa6a701e209131cea280d9 | | HATT | 26.5 | Not recorded | 68fa6a701e209131cea280d9 | | LF | 30.84 | Not recorded | 68fa6a701e209131cea280d9 | | LF | 31.22 | Not recorded | 68fa6a701e209131cea280d9 | | LF | 42.95 | Not recorded | 68fa6a701e209131cea280d9 | ### DIM SAD: 4.89. Result ID: 698e3357ffc3901de09b9aae. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"trimap":"ground truth"}. This record does not assert independent reproduction. ### P3M-Net SAD: 8.73. Result ID: 698e3357ffc3901de09b9aaf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### P3M-Net SAD: 9.06. Result ID: 698e3357ffc3901de09b9acd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Data":"Normal"}. This record does not assert independent reproduction. ### P3M-Net SAD: 9.22. Result ID: 698e3357ffc3901de09b9acc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Data":"Blurred"}. This record does not assert independent reproduction. ### GFM SAD: 10.73. Result ID: 698e3357ffc3901de09b9ac9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Data":"Normal"}. This record does not assert independent reproduction. ### GFM SAD: 13.08. Result ID: 698e3357ffc3901de09b9ac8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Data":"Blurred"}. This record does not assert independent reproduction. ### GFM SAD: 13.2. Result ID: 698e3357ffc3901de09b9aad. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BASIC SAD: 14.52. Result ID: 698e3357ffc3901de09b9acb. [Reporting paper]() Recorded evaluation configuration: {"Training Data":"Normal"}. This record does not assert independent reproduction. ### BASIC SAD: 15.52. Result ID: 698e3357ffc3901de09b9aca. [Reporting paper]() Recorded evaluation configuration: {"Training Data":"Blurred"}. This record does not assert independent reproduction. ### SHM SAD: 17.13. Result ID: 698e3357ffc3901de09b9ac3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Normal"}. This record does not assert independent reproduction. ### SHM SAD: 21.56. Result ID: 698e3357ffc3901de09b9aac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HATT SAD: 22.93. Result ID: 698e3357ffc3901de09b9ac7. [Reporting paper]() Recorded evaluation configuration: {"Training Data":"Normal"}. This record does not assert independent reproduction. ### SHM SAD: 24.33. Result ID: 698e3357ffc3901de09b9ac2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Blurred"}. This record does not assert independent reproduction. ### HATT SAD: 25.99. Result ID: 698e3357ffc3901de09b9aab. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HATT SAD: 26.5. Result ID: 698e3357ffc3901de09b9ac6. [Reporting paper]() Recorded evaluation configuration: {"Training Data":"Blurred"}. This record does not assert independent reproduction. ### LF SAD: 30.84. Result ID: 698e3357ffc3901de09b9ac4. [Reporting paper]() Recorded evaluation configuration: {"Training Data":"Blurred"}. This record does not assert independent reproduction. ### LF SAD: 31.22. Result ID: 698e3357ffc3901de09b9ac5. [Reporting paper]() Recorded evaluation configuration: {"Training Data":"Normal"}. This record does not assert independent reproduction. ### LF SAD: 42.95. Result ID: 698e3357ffc3901de09b9aaa. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.