Knowledge Graph Retrieval on PKG Hop 3
43.07Query Time (ms)LogosKG (Torch-GPU)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LogosKG (Torch-GPU)Backend=Torch, Hardware=GPU, Scale Variant=Standard2026.04 | 43.07 | 0 | |
| LogosKG (Numba)Backend=Numba, Hardware=CPU, Scale Variant=Standard2026.04 | 77.65 | 0 | |
| NetworkXHardware=CPU, Scale Variant=Standard2026.04 | 93.92 | 0 | |
| LogosKG (SciPy)Backend=SciPy, Hardware=CPU, Scale Variant=Standard2026.04 | 104.21 | 0 | |
| SNAPHardware=CPU, Scale Variant=Standard2026.04 | 115 | 0 | |
| LogosKG (Large-Numba)Backend=Numba, Hardware=CPU, Scale Variant=Large2026.04 | 226.83 | 0 | |
| GraphBLASHardware=CPU, Scale Variant=Standard2026.04 | 291.89 | 0 | |
| igraphHardware=CPU, Scale Variant=Standard2026.04 | 309.9 | 0 | |
| LogosKG (Large-SciPy)Backend=SciPy, Hardware=CPU, Scale Variant=Large2026.04 | 324.95 | 0 | |
| PyGHardware=GPU, Scale Variant=Standard2026.04 | 365.9 | 0 | |
| LogosKG (Large-Torch-GPU)Backend=Torch, Hardware=GPU, Scale Variant=Large2026.04 | 412.38 | 0 | |
| DGLHardware=GPU, Scale Variant=Standard2026.04 | 1,042.25 | 0 | |
| cuGraphHardware=GPU, Scale Variant=Standard2026.04 | 1,204 | 0 | |
| LogosKG (Torch-CPU)Backend=Torch, Hardware=CPU, Scale Variant=Standard2026.04 | 1,321.05 | 0 | |
| graph-toolHardware=CPU, Scale Variant=Standard2026.04 | 2,141.41 | 2 | |
| LogosKG (Large-Torch-CPU)Backend=Torch, Hardware=CPU, Scale Variant=Large2026.04 | 2,551.68 | 5.33 | |
| Neo4jHardware=CPU, Scale Variant=Standard2026.04 | 5,739.02 | 95.33 |