ResearchBenchmarksTraining Ising Models on Lattice Ising model D=10^2Follow6.1Mean negative log-RMSE (σ=0.1)EB-GFN4.544.9455.355.755Dec 2, 2024Evaluation ResultsMethodMethodLinksMean negative log-RMSE (σ=0.1)Mean negative log-RMSE (σ=0.2)Mean negative log-RMSE (σ=0.3)Mean negative log-RMSE (σ=0.4)Mean negative log-RMSE (σ=0.5)EB-GFN2024.126.15.13.32.62.3ED-BernM=32, w=1, epsilon=0.1M=32, w=1, epsilon=0.12024.125.142.92.52.3Gibbs2024.124.84.73.42.62.3GWG2024.124.84.73.42.62.3ED-GridM=32, w=1M=32, w=12024.124.643.12.62.3