PB
Benchmarks
TaskDatasetSOTA resultTrendResults
PB
52.55Hits@50
28
PB without node attributes (50% observed links)
94.22AP
24
PB
0.973AUC
19
PB 50% links (train)
93.79AUC
19
PB (50% train links)
93.42AP
19
PB 90/10 split (train)
94.55AP
19
PB Non-attributed
95.5AUC
18
PB 50% observed links without node attributes
94.57AUC
12
PB 90% observed links
0.956AUC
12
PB (test probe)
93.6AUC
11
PB traditional link prediction
93.54Performance
10
PB (test)
0.95AUC
7
PB (test)
0.662PLC
6
PB T50 RS
3.3ECE
4
PB k = 1 (test)
0.023Relative L2 Error (Test)
3
PB with source (k = 1) on regular grid (test)
0.019Relative L2 Error
3