# Kinship Verification on KinFaceW-I (test)

Source: [Kinship Verification on KinFaceW-I (test)](<https://www.sota2.com/research/sota/kinship-verification-on-kinfacew-i-test>)

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

Data updated: 2026-02-26T05:44:04.213Z

Evaluation of Kinship Verification performance on the KinFaceW-I test set, reporting metrics such as FD, FS, MD, MS, and Mean.

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 | Kinship Verification |
| Dataset (including any stated split) | KinFaceW-I (test) |
| Metric | FD |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 10 of 10 |
| 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

- [FD](<https://www.sota2.com/research/sota/kinship-verification-on-kinfacew-i-test.md?metric=FD>): Higher is better; unit: PERCENT.

- [FS](<https://www.sota2.com/research/sota/kinship-verification-on-kinfacew-i-test.md?metric=FS>): Higher is better; unit: PERCENT.

- [MD](<https://www.sota2.com/research/sota/kinship-verification-on-kinfacew-i-test.md?metric=MD>): Higher is better; unit: PERCENT.

- [MS](<https://www.sota2.com/research/sota/kinship-verification-on-kinfacew-i-test.md?metric=MS>): Higher is better; unit: PERCENT.

- [Mean Accuracy](<https://www.sota2.com/research/sota/kinship-verification-on-kinfacew-i-test.md?metric=Mean%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | FD | Result date | Report paper |
| --- | --- | --- | --- |
| WGEML | 78.5 | Not recorded | 68fa69a01e209131cea2332d |
| MMFA | 77.9 | Not recorded | 68fa69a01e209131cea2332d |
| DSMM | 76.7 | Not recorded | 68fa69a01e209131cea2332d |
| WLDA | 76.6 | Not recorded | 68fa69a01e209131cea2332d |
| GA | 76.4 | Not recorded | 68fa69a01e209131cea2332d |
| MPDFL | 73.5 | Not recorded | 68fa69a01e209131cea2332d |
| CNNP | 71.8 | Not recorded | 68fa69a01e209131cea2332d |
| DMML | 69.5 | Not recorded | 68fa69a01e209131cea2332d |
| IML | 67.5 | Not recorded | 68fa69a01e209131cea2332d |
| MNRML | 66.5 | Not recorded | 68fa69a01e209131cea2332d |

### WGEML

FD: 78.5. Result ID: 698dcad88b517eb43323c3b6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69a01e209131cea2332d.md>)

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

### MMFA

FD: 77.9. Result ID: 698dcad88b517eb43323c3b8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69a01e209131cea2332d.md>)

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

### DSMM

FD: 76.7. Result ID: 698dcad88b517eb43323c3ba.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69a01e209131cea2332d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69a01e209131cea2332d.md>)

Recorded evaluation configuration: {"C":4}. This record does not assert independent reproduction.

### WLDA

FD: 76.6. Result ID: 698dcad88b517eb43323c3b7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69a01e209131cea2332d.md>)

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

### GA

FD: 76.4. Result ID: 698dcad88b517eb43323c3b5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69a01e209131cea2332d.md>)

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

### MPDFL

FD: 73.5. Result ID: 698dcad88b517eb43323c3b3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69a01e209131cea2332d.md>)

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

### CNNP

FD: 71.8. Result ID: 698dcad88b517eb43323c3b9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69a01e209131cea2332d.md>)

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

### DMML

FD: 69.5. Result ID: 698dcad88b517eb43323c3b4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69a01e209131cea2332d.md>)

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

### IML

FD: 67.5. Result ID: 698dcad88b517eb43323c3b1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69a01e209131cea2332d.md>)

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

### MNRML

FD: 66.5. Result ID: 698dcad88b517eb43323c3b2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69a01e209131cea2332d.md>)

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

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