DBLP
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
com-dblp
0.004Local Conductance
6
com-dblp
0.014Runtime (s)
6
com-dblp
35,000Operations
6
DBLP
0.28Median Time (s)
6
DBLP
0.982AUC
6
DBLP
44.3Top Purity
6
DBLP
1.425Orbit
5
DBLP citation network
75.2Accuracy
5
DBLP AA
49.79Parameters (M)
5
DBLP
2.6Epochs/sec
5
DBLP
32,337Training Time (ms)
5
DBLP
0.491SIR100
5
DBLP
6.74Training Time (s)
5
DBLP
0.95Similarity
5
DBLP SNAP collection (test)
90Accuracy
5
DBLP
80.5Prune
4
DBLP
1.43Triangle Density Error
4
DBLP
0Delta Rho
4
DBLP 10% (train val)
37.6Accuracy
4
DBLP
0.842Performance
4
Dblp (test)
0.126Querying Time (s)
4
Dblp (test)
0.07Querying Time (s)
4
DBLP Author Citation (90% train)
66.05Micro-F1
4
DBLP Author Citation (80% train)
66.12Micro-F1
4
DBLP Author Citation (70% train)
66.3Micro-F1
4