fMRI frame prediction on SALD 40-frame External (test)
0.186MSEBrainWorld
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BrainWorldPrediction Horizon=40-frame, Evaluation Setting=External2026.06 | 0.186 | 0.657 | 0.425 | |
| BrainWorldPrediction horizon=400-frame, Evaluation setting=External2026.06 | 0.218 | 0.596 | 0.46 | |
| MONAIPrediction Horizon=40-frame, Evaluation Setting=External2026.06 | 0.269 | 0.496 | 0.516 | |
| MONAIPrediction horizon=400-frame, Evaluation setting=External2026.06 | 0.295 | 0.508 | 0.537 | |
| BrainLMPrediction Horizon=40-frame, Evaluation Setting=External2026.06 | 0.573 | 0.429 | 0.738 | |
| NeuroSTORMPrediction Horizon=40-frame, Evaluation Setting=External2026.06 | 0.59 | 0.17 | 0.768 | |
| BrainLMPrediction horizon=400-frame, Evaluation setting=External2026.06 | 0.951 | 0.142 | 0.971 | |
| BrainMAEPrediction horizon=400-frame, Evaluation setting=External2026.06 | 1.006 | 0.013 | 1.003 | |
| BrainMAEPrediction Horizon=40-frame, Evaluation Setting=External2026.06 | 1.038 | 0.055 | 1.018 | |
| NeuroSTORMPrediction horizon=400-frame, Evaluation setting=External2026.06 | 1.27 | 0.005 | 1.127 |