Velocity Prediction on Micro-CAT (test)
0.0237RMSE VxJoint Supervised (U+M)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Joint Supervised (U+M)Training data=Combined (U-CAT + Micro-CAT)2026.07 | 0.0237 | 0.0185 | 0.0232 | 0.0183 | 0.0861 | 0.0624 | |
| Target-only (Micro-CAT)Training data=Micro-CAT only2026.07 | 0.0328 | 0.0268 | 0.027 | 0.0212 | 0.1013 | 0.0766 | |
| Autoencoder (Joint Head)Evaluation Protocol=linear probe, Regression head=Joint Head, Training labels=Both domains2026.07 | 0.0362 | 0.0264 | 0.0288 | 0.0217 | 0.1151 | 0.0882 | |
| Autoencoder (Source Head)Evaluation Protocol=linear probe (zero-shot), Regression head=Source Head, Training labels=Source only2026.07 | 0.0596 | 0.047 | 0.0678 | 0.0545 | 0.2309 | 0.188 | |
| Source-only (U-CAT)Training data=U-CAT only2026.07 | 0.0945 | 0.0888 | 0.0339 | 0.0288 | 0.1586 | 0.1156 |