| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CHILDES (child-grouped 5-fold CV) | Gemini 1.5 Pro | MAE1.03 | 58 | 1mo ago | |
| HCP-Age | MV-BrainFM | AUC61.47 | 16 | 25d ago | |
| AgeDB-DIR v1 (test) | VIR | MSE (All)81.76 | 14 | 1mo ago | |
| ABIDE (test) | MAE (NYU Site)4.93 | 13 | 1mo ago | ||
| Age | EAFD | Accuracy65.2 | 12 | 1mo ago | |
| Internal (test) | BNT | MAE4.621 | 12 | 1mo ago | |
| HBN Age | Balanced Accuracy43.89 | 11 | 1mo ago | ||
| MIMIC Chest X-ray 192x192 | Ribeiro et al. | MAE (yr)0.144 | 10 | 24d ago | |
| HCP-A and HCP-D | Pearson Correlation (ρ)0.96 | 9 | 20d ago | ||
| HBN | Brain-JEPA | Mean Balanced Accuracy41.91 | 8 | 1mo ago | |
| UKB | Brain-Semantoks | Mean Balanced Accuracy0.3391 | 8 | 1mo ago | |
| UKB-Age | Brain-Semantoks | Balanced Accuracy33.91 | 8 | 1mo ago | |
| ABIDE (external) | SLIM-Brain | Accuracy64.41 | 8 | 1mo ago | |
| OpenBHB (30% test) | MMH | MAE5.22 | 8 | 1mo ago | |
| IMDB Face (test) | EnD | Accuracy80.15 | 8 | 1mo ago | |
| MTS-ML-Cup | CoLES + Loss | Accuracy A39.1 | 4 | 6d ago | |
| IMDB Face (EB2) | EnD | Accuracy76.04 | 4 | 1mo ago | |
| IMDB Face (EB1) | EnD | Accuracy74.25 | 4 | 1mo ago | |
| UTK Face (test) | PULSE | Accuracy (All)56.8 | 4 | 1mo ago | |
| ABIDE 3 sites labeled (test) | MAE (NYU Site)5.1 | 4 | 1mo ago | ||
| IXI dataset | ENMKL-KRR | MSE25.25 | 3 | 1mo ago | |
| Abalone | TabMixNN | MSE4.47 | 3 | 1mo ago | |
| ABIDE NYU site labeled (test) | MAE (NYU Site)5.26 | 2 | 1mo ago |
