metapath2vec

Reported on 6 benchmarks across 3 tasks

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

Graphs2 results

Link PredictiononMovieLens 25M
Hits@10
0.7956
best: 0.8284 (PEAGAT)
Link PredictiononMovieLens 25M
nDCG@10
0.5051
best: 0.5475 (PEAGAT)

Miscellaneous2 results

Fraud DetectiononHealthcare Provider Fraud Detection Analysis
AUC
0.513
best: 0.786 (BiRank)
Fraud DetectiononHealthcare Provider Fraud Detection Analysis
AUPRC
0.054
best: 0.201 (GraphSAGE)

Robots2 results

Active Speaker DetectiononHealthcare Provider Fraud Detection Analysis
AUC
0.513
best: 0.786 (BiRank)
Active Speaker DetectiononHealthcare Provider Fraud Detection Analysis
AUPRC
0.054
best: 0.201 (GraphSAGE)