Knowledge Graph Retrieval on PKG Hop 2
5.47Query Time (ms)NetworkX
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NetworkXHardware=CPU, Scale Variant=Standard2026.04 | 5.47 | 0 | |
| SNAPHardware=CPU, Scale Variant=Standard2026.04 | 10.02 | 0 | |
| LogosKG (Torch-GPU)Backend=Torch, Hardware=GPU, Scale Variant=Standard2026.04 | 14.4 | 0 | |
| LogosKG (Large-Numba)Backend=Numba, Hardware=CPU, Scale Variant=Large2026.04 | 25.52 | 0 | |
| igraphHardware=CPU, Scale Variant=Standard2026.04 | 26.13 | 0 | |
| LogosKG (Numba)Backend=Numba, Hardware=CPU, Scale Variant=Standard2026.04 | 28.72 | 0 | |
| LogosKG (SciPy)Backend=SciPy, Hardware=CPU, Scale Variant=Standard2026.04 | 34.97 | 0 | |
| GraphBLASHardware=CPU, Scale Variant=Standard2026.04 | 43.64 | 0 | |
| LogosKG (Large-SciPy)Backend=SciPy, Hardware=CPU, Scale Variant=Large2026.04 | 63.93 | 0 | |
| LogosKG (Large-Torch-GPU)Backend=Torch, Hardware=GPU, Scale Variant=Large2026.04 | 103.5 | 0 | |
| PyGHardware=GPU, Scale Variant=Standard2026.04 | 271.46 | 0 | |
| LogosKG (Torch-CPU)Backend=Torch, Hardware=CPU, Scale Variant=Standard2026.04 | 884.89 | 0 | |
| cuGraphHardware=GPU, Scale Variant=Standard2026.04 | 919.3 | 0.67 | |
| DGLHardware=GPU, Scale Variant=Standard2026.04 | 989.91 | 0.67 | |
| LogosKG (Large-Torch-CPU)Backend=Torch, Hardware=CPU, Scale Variant=Large2026.04 | 1,205.5 | 0.67 | |
| graph-toolHardware=CPU, Scale Variant=Standard2026.04 | 1,900.01 | 10 | |
| Neo4jHardware=CPU, Scale Variant=Standard2026.04 | 1,946.43 | 20 |