ResearchBenchmarksHamiltonian matrix prediction on QH9 stable-idHamiltonian matrix prediction on QH9 stable-idFollow0.23Memory Usage (GB/Sample)SPHNET0.21120.33810.4650.5919Jun 11, 2025Evaluation resultsMethodMethodLinksMemory Usage (GB/Sample)Throughput (Samples/Sec)Speedup RatioSPHNETHardware=A6000, Batch...Hardware=A6000, Batch Size=Maximum available2025.060.2376.84QHNetV2Hardware=A6000, Batch...Hardware=A6000, Batch Size=Maximum available2025.060.3283.334.34QHNetHardware=A6000, Batch...Hardware=A6000, Batch Size=Maximum available2025.060.719.21