Mask-prediction (MASK_FORECAST_25) on Function-Composition Tier 1 ID
0.391Mean Masked MSEVN-3L
Evaluation Results
| Method | Links | |
|---|---|---|
| VN-3LTraining=Clean training, Inference Protocol=masked-FISTA (n_outer=5)2026.05 | 0.391 | |
| VN-5LTraining=Clean training, Inference Protocol=masked-FISTA (n_outer=5)2026.05 | 0.392 | |
| TransformerTraining=Clean training, Inference Protocol=Zeroed masking, Test samples=n=6002026.05 | 1.22 | |
| RNNTraining=Clean training, Inference Protocol=Zeroed masking2026.05 | 1.23 | |
| NeuralODETraining=Clean training, Inference Protocol=Zeroed masking2026.05 | 1.27 | |
| MambaTraining=Clean training, Inference Protocol=Zeroed masking, Test samples=n=6002026.05 | 1.34 | |
| TransformerTraining=Clean training, Inference Protocol=Zeroed masking2026.05 | 1.48 | |
| DeepAE3Training=Clean training, Inference Protocol=Zeroed masking2026.05 | 1.49 | |
| SparseAE3Training=Clean training, Inference Protocol=Zeroed masking2026.05 | 1.51 | |
| DeepAE3Training=Clean training, Inference Protocol=Zeroed masking, Test samples=n=6002026.05 | 1.76 | |
| MambaTraining=Clean training, Inference Protocol=Zeroed masking2026.05 | 1.76 | |
| SparseAE3Training=Clean training, Inference Protocol=Zeroed masking, Test samples=n=6002026.05 | 1.8 | |
| NeuralODETraining=Clean training, Inference Protocol=Zeroed masking, Test samples=n=6002026.05 | 1.92 | |
| rSLDSTraining=Clean training, Inference Protocol=Zeroed masking, Test samples=n=6002026.05 | 1.92 | |
| rSLDSTraining=Clean training, Inference Protocol=Zeroed masking2026.05 | 2.34 | |
| VN-1LTraining=Clean training, Inference Protocol=masked-FISTA (n_outer=5), Test samples=n=6002026.05 | 3.15 | |
| Mamba-bottleneckTraining=Clean training, Inference Protocol=Zeroed masking, Test samples=n=6002026.05 | 5.4 | |
| VN-3LTraining=Clean training, Inference Protocol=masked-FISTA (n_outer=5), Test samples=n=6002026.05 | 5.5 | |
| VN-5LTraining=Clean training, Inference Protocol=masked-FISTA (n_outer=5), Test samples=n=6002026.05 | 5.5 | |
| VN-1LTraining=Clean training, Inference Protocol=masked-FISTA (n_outer=5)2026.05 | 5.81 | |
| Mamba-bottleneckTraining=Clean training, Inference Protocol=Zeroed masking2026.05 | 6.24 | |
| RNNTraining=Clean training, Inference Protocol=Zeroed masking, Test samples=n=6002026.05 | 6.88 |