ARGNP

Reported on 5 benchmarks across 5 tasks · 1 paper · 3 SOTA

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

Graphs4 results

Link PredictiononTSP/HCP Benchmark set
F1· 2022-05-31
0.855
best: 0.871 (TGT-Agx4)
SOTA
Automatic Relation-aware Graph Network Proliferation arXiv:2205.15678
Graph ClassificationonCIFAR10 100k
Accuracy (%)· 2022-05-31
73.9
best: 76.468 (GRIT)
SOTA
Automatic Relation-aware Graph Network Proliferation arXiv:2205.15678
Graph RegressiononZINC 100k
MAE· 2022-05-31
0.136
best: 0.094 (CIN-small)
Automatic Relation-aware Graph Network Proliferation arXiv:2205.15678
Node ClassificationonCLUSTER
Accuracy· 2022-05-31
77.35
best: 80.026 (GRIT)
Automatic Relation-aware Graph Network Proliferation arXiv:2205.15678

Methodology1 result

ClassificationonCIFAR10 100k
Accuracy (%)· 2022-05-31
73.9
best: 76.468 (GRIT)
SOTA
Automatic Relation-aware Graph Network Proliferation arXiv:2205.15678