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Benchmarks

Task NameDataset NameSOTA ResultTrend
Link PredictionFB Stanford SNAP (test)
ROC AUC0.994
6
Inductive Link PredictionFB-75
MRR40.3
4
Inductive Link PredictionFB-50
MRR33.8
4
Link PredictionFB v4
MRR0.486
4
Link PredictionFB v3
MRR0.491
4
Link PredictionFB v2
MRR51.2
4
Link PredictionFB v1
MRR49.8
4
Synthetic Tabular Data GenerationFB
DCR42.9
4
Inductive Knowledge Graph CompletionFB-75
MRR0.391
3
Inductive Knowledge Graph CompletionFB v4
MRR48.4
3
Inductive Knowledge Graph CompletionFB v3
MRR48.2
3
Inductive Knowledge Graph CompletionFB v2
MRR0.51
3
Inductive Knowledge Graph CompletionFB v1
MRR0.486
3
Link PredictionFB inductive (e) V4 (test)
MRR49.6
3
Link PredictionFB inductive (e) V3 (test)
MRR0.504
3
Link PredictionFB inductive (e) V2 (test)
MRR0.524
3
Link PredictionFB inductive (e) V1 (test)
MRR0.509
3
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