Ising Model Solving on 2D Ising model 16x16 lattice
256ParametersBRAIN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BRAINHardware=2 Intel Xeon E5-2695 v4 CPUs, Acceleration=CPU-only2026.02 | 256 | 0.052 | |
| DIRACBatch size=16, Architecture=Graph Neural Network (GNN), Hardware=2 Intel Xeon E5-2695 v4 CPUs, Acceleration=CPU-only2026.02 | 54,080 | 1.37 | |
| LEAPSBatch size=200, MCMC steps per iteration=200, Hardware=2 Intel Xeon E5-2695 v4 CPUs, Acceleration=CPU-only2026.02 | 330,000 | 20 | |
| DiffUCOArchitecture=UNet-based diffusion model, Hardware=2 Intel Xeon E5-2695 v4 CPUs, Acceleration=CPU-only2026.02 | 468,090 | — |