Interactive exploration of the LRIM Graph Benchmark datasets and oracle predictors
Explore actual spin configurations and associated energy prediction targets from the LRIM benchmark datasets
Left panel shows the input spin configuration (X), right panel shows the target delta energy values (Y) for each node in the grid.
Histogram of delta energy values for the current sample
The oracle predictor is conditioned on a specific hop radius k and only considers spins within that distance from the target node. It computes exact energy changes within this constrained neighborhood.
ΔE = -si ∑j: d(i,j)≤k sj Jij
Explore actual oracle performance data across different datasets and hop radii. The visualization shows how performance improves with larger hop radii.
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