Mask-prediction (MASK_RANDOM_30) on Function-Composition Tier 1 (Hard)
0.012Mean Masked MSEVN-5L
Evaluation Results
| Method | Links | |
|---|---|---|
| VN-5LInference Protocol=masked-FISTA (n_outer=5)2026.05 | 0.012 | |
| rSLDSInference Protocol=Zeroed masking2026.05 | 1.11 | |
| VN-3LInference Protocol=masked-FISTA (n_outer=5)2026.05 | 1.31 | |
| NeuralODEInference Protocol=Zeroed masking2026.05 | 1.41 | |
| VN-1LInference Protocol=masked-FISTA (n_outer=5)2026.05 | 1.71 | |
| RNNInference Protocol=Zeroed masking2026.05 | 2.21 | |
| TransformerInference Protocol=Zeroed masking2026.05 | 2.33 | |
| MambaInference Protocol=Zeroed masking2026.05 | 2.4 | |
| Mamba-bottleneckInference Protocol=Zeroed masking2026.05 | 4.35 | |
| SparseAE3Inference Protocol=Zeroed masking2026.05 | 5.25 | |
| DeepAE3Inference Protocol=Zeroed masking2026.05 | 5.71 |