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ResearchFormerly WizWand

Mask-prediction (MASK_FORECAST_25) on Function-Composition Tier 1 ID

0.391Mean Masked MSEVN-3L
0.131441.883473.63555.38753May 27, 2026
Updated 5mo ago

Evaluation results

MethodLinks
VN-3LTraining=Clean training, Inference Protocol=masked-FISTA (n_outer=5)2026.050.391
VN-5LTraining=Clean training, Inference Protocol=masked-FISTA (n_outer=5)2026.050.392
TransformerTraining=Clean training, Inference Protocol=Zeroed masking, Test samples=n=6002026.051.22
RNNTraining=Clean training, Inference Protocol=Zeroed masking2026.051.23
NeuralODETraining=Clean training, Inference Protocol=Zeroed masking2026.051.27
MambaTraining=Clean training, Inference Protocol=Zeroed masking, Test samples=n=6002026.051.34
TransformerTraining=Clean training, Inference Protocol=Zeroed masking2026.051.48
DeepAE3Training=Clean training, Inference Protocol=Zeroed masking2026.051.49
SparseAE3Training=Clean training, Inference Protocol=Zeroed masking2026.051.51
DeepAE3Training=Clean training, Inference Protocol=Zeroed masking, Test samples=n=6002026.051.76
MambaTraining=Clean training, Inference Protocol=Zeroed masking2026.051.76
SparseAE3Training=Clean training, Inference Protocol=Zeroed masking, Test samples=n=6002026.051.8
NeuralODETraining=Clean training, Inference Protocol=Zeroed masking, Test samples=n=6002026.051.92
rSLDSTraining=Clean training, Inference Protocol=Zeroed masking, Test samples=n=6002026.051.92
rSLDSTraining=Clean training, Inference Protocol=Zeroed masking2026.052.34
VN-1LTraining=Clean training, Inference Protocol=masked-FISTA (n_outer=5), Test samples=n=6002026.053.15
Mamba-bottleneckTraining=Clean training, Inference Protocol=Zeroed masking, Test samples=n=6002026.055.4
VN-3LTraining=Clean training, Inference Protocol=masked-FISTA (n_outer=5), Test samples=n=6002026.055.5
VN-5LTraining=Clean training, Inference Protocol=masked-FISTA (n_outer=5), Test samples=n=6002026.055.5
VN-1LTraining=Clean training, Inference Protocol=masked-FISTA (n_outer=5)2026.055.81
Mamba-bottleneckTraining=Clean training, Inference Protocol=Zeroed masking2026.056.24
RNNTraining=Clean training, Inference Protocol=Zeroed masking, Test samples=n=6002026.056.88