BoP

Reported on 6 benchmarks across 2 tasks · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Graphs6 results

Node ClassificationonMUTAG
Accuracy· 2024-11-17
91.17
SOTA
From Primes to Paths: Enabling Fast Multi-Relational Graph Analysis arXiv:2411.11149
Node ClassificationonAM
Accuracy· 2024-11-17
92.41
SOTA
From Primes to Paths: Enabling Fast Multi-Relational Graph Analysis arXiv:2411.11149
Graph RegressiononZINC
MAE· 2024-11-17
0.297
best: 0.051 (ESA + rings + NodeRWSE + EdgeRWSE)
From Primes to Paths: Enabling Fast Multi-Relational Graph Analysis arXiv:2411.11149
Graph RegressiononPeptides-struct
MAE· 2024-11-17
0.25
best: 0.2432 (ECFP + LightGBM)
From Primes to Paths: Enabling Fast Multi-Relational Graph Analysis arXiv:2411.11149
Node ClassificationonAIFB
Accuracy· 2024-11-17
92.22
best: 95.83 (R-GCN)
From Primes to Paths: Enabling Fast Multi-Relational Graph Analysis arXiv:2411.11149
Node ClassificationonBGS
Accuracy· 2024-11-17
90.34
best: 92.41 (SCENE)
From Primes to Paths: Enabling Fast Multi-Relational Graph Analysis arXiv:2411.11149