# Kinship Verification on TSKinFace Source: [Kinship Verification on TSKinFace]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:34:15.835Z Evaluation of Kinship Verification performance on the TSKinFace dataset, reporting detailed kinship relation metrics. 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) | TSKinFace | | Metric | Accuracy (FM-S) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 15 of 15 | | 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 - [Accuracy (FM-S)](): Higher is better; unit: PERCENT. - [Accuracy (F-S)](): Higher is better; unit: PERCENT. - [Accuracy (F-D)](): Higher is better; unit: PERCENT. - [Accuracy (M-S)](): Higher is better; unit: PERCENT. - [Accuracy (M-D)](): Higher is better; unit: PERCENT. - [Mean Accuracy (Bi-subject)](): Higher is better; unit: PERCENT. - [Accuracy (FM-D)](): Higher is better; unit: PERCENT. - [Mean Accuracy (Tri-subject)](): Higher is better; unit: PERCENT. - [Overall Mean Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy (FM-S) | Result date | Report paper | | --- | --- | --- | --- | | H-RGN | 94.5 | Not recorded | 68fa6aaa1e209131cea29999 | | H-RGN | 94.2 | Not recorded | 68fa6aaa1e209131cea29999 | | H-RGN | 94.2 | Not recorded | 68fa6aaa1e209131cea29999 | | WGEML | 93.5 | Not recorded | 68fa6aaa1e209131cea29999 | | S-RGN | 91.8 | Not recorded | 68fa6aaa1e209131cea29999 | | LC-FS | 91.1 | Not recorded | 68fa6aaa1e209131cea29999 | | GMP | 90.6 | Not recorded | 68fa6aaa1e209131cea29999 | | DMML | 87.9 | Not recorded | 68fa6aaa1e209131cea29999 | | MNRML | 87.1 | Not recorded | 68fa6aaa1e209131cea29999 | | RSBM-block-FS | 86.4 | Not recorded | 68fa6aaa1e209131cea29999 | | MSIDA | 85.2 | Not recorded | 68fa6aaa1e209131cea29999 | | Baseline-Cos | 85.2 | Not recorded | 68fa6aaa1e209131cea29999 | | Baseline-MLP | 80.2 | Not recorded | 68fa6aaa1e209131cea29999 | | DDML | 78.8 | Not recorded | 68fa6aaa1e209131cea29999 | ### H-RGN Accuracy (FM-S): 94.5. Result ID: 699aca1c5698665ec458a157. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"L (number of latent reasoning layers)":2}. This record does not assert independent reproduction. ### H-RGN Accuracy (FM-S): 94.2. Result ID: 699aca1c5698665ec458a156. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"L (number of latent reasoning layers)":1}. This record does not assert independent reproduction. ### H-RGN Accuracy (FM-S): 94.2. Result ID: 699aca1c5698665ec458a158. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"L (number of latent reasoning layers)":3}. This record does not assert independent reproduction. ### WGEML Accuracy (FM-S): 93.5. Result ID: 699aca1c5698665ec458a152. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### S-RGN Accuracy (FM-S): 91.8. Result ID: 699aca1c5698665ec458a155. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Graph Structure":"Star-shaped"}. This record does not assert independent reproduction. ### LC-FS Accuracy (FM-S): 91.1. Result ID: 699aca1c5698665ec458a14f. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GMP Accuracy (FM-S): 90.6. Result ID: 699aca1c5698665ec458a14d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DMML Accuracy (FM-S): 87.9. Result ID: 699aca1c5698665ec458a14b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MNRML Accuracy (FM-S): 87.1. Result ID: 699aca1c5698665ec458a14a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RSBM-block-FS Accuracy (FM-S): 86.4. Result ID: 699aca1c5698665ec458a14c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MSIDA Accuracy (FM-S): 85.2. Result ID: 699aca1c5698665ec458a151. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Baseline-Cos Accuracy (FM-S): 85.2. Result ID: 699aca1c5698665ec458a154. [Reporting paper]() Recorded evaluation configuration: {"Similarity/Architecture Protocol":"Cosine"}. This record does not assert independent reproduction. ### Baseline-MLP Accuracy (FM-S): 80.2. Result ID: 699aca1c5698665ec458a153. [Reporting paper]() Recorded evaluation configuration: {"Similarity/Architecture Protocol":"MLP"}. This record does not assert independent reproduction. ### DDML Accuracy (FM-S): 78.8. Result ID: 699aca1c5698665ec458a14e. [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.