Brain encoding on THINGS-MEG
0.663MSEXu et al.
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Xu et al.Evaluation protocol=subject-specific training2026.04 | 0.663 | 0.379 | 0.382 | |
| SynBrainEvaluation protocol=subject-specific training2026.04 | 0.727 | 0.302 | 0.326 | |
| MindSimulatorEvaluation protocol=subject-specific training2026.04 | 0.755 | 0.281 | 0.274 | |
| UNet-based DiffusionEvaluation protocol=subject-specific training2026.04 | 0.763 | 0.122 | 0.127 | |
| Xu et al.Evaluation protocol=cross-subject generalization, Subject setting (Within-subject / Cross-subject)=Cross-subject2026.04 | 0.768 | 0.082 | 0.089 | |
| Yamins et al.Evaluation protocol=subject-specific training2026.04 | 0.796 | 0.269 | 0.274 | |
| Güçlü et al.Evaluation protocol=subject-specific training2026.04 | 0.831 | 0.243 | 0.254 | |
| ViBEEvaluation protocol=leave-one-subject-out, Subject setting (Within-subject / Cross-subject)=Within-subject2026.04 | 1.236 | 0.449 | 0.447 | |
| ViBEEvaluation protocol=leave-one-subject-out, Subject setting (Within-subject / Cross-subject)=Cross-subject2026.04 | 1.415 | 0.333 | 0.331 | |
| ViBEEvaluation protocol=subject-specific training2026.04 | 1.451 | 0.543 | 0.539 | |
| ViBEEvaluation protocol=cross-subject generalization, Subject setting (Within-subject / Cross-subject)=Cross-subject2026.04 | 2.154 | 0.261 | 0.26 |