Explore LRIM

Interactive exploration of the LRIM Graph Benchmark datasets and oracle predictors

Dataset Visualizer

Explore actual spin configurations and associated energy prediction targets from the LRIM benchmark datasets

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Difficulty Space

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Sample 1 of 10

Spin Configuration (X)

Spin Up (+1)
Spin Down (-1)

Delta Energy (Y)

Low Energy
High Energy

32×32 Hard (σ=0.6)

Left panel shows the input spin configuration (X), right panel shows the target delta energy values (Y) for each node in the grid.

Delta Energy Distribution

Histogram of delta energy values for the current sample

Oracle Predictor

Oracle Performance Overview

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 = -sij: d(i,j)≤k sj Jij
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Interactive Visualiser

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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