DBLP
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DBLP 5-shot
88.47Macro F1 Score
12
DBLP
72.45ACC
12
DBLP
1.799Faithfulness (KL distance)
12
DBLP
69.8Accuracy
12
DBLP (3% labeling ratio)
3.6Explainability Score
12
DBLP 2% labeling ratio
3.344Explainability Performance
12
DBLP
94.18F1 Score
12
DBLP
89.92AUROC
11
DBLP 2:2:6
84.05Macro F1
11
DBLP node split (6:2:2)
94.38Macro AUC
11
DBLP
8Transitivity
11
DBLP (test)
86.68Accuracy
11
DBLP (test)
100Micro F1
11
DBLP (test)
95.63Micro F1
11
DBLP m=4 (full tables)
100Overall Accuracy
10
DBLP
100Link Prediction Accuracy
10
DBLP
49.28Accuracy
10
DBLP 3% labeling ratio
80.3Accuracy
10
DBLP 2% labeling ratio
72.4Accuracy
10
Dblp
6.84Running time (s)
10
DBLP5
72.69F1 Score
9
DBLP
64.6Accuracy
9
DBLP
67.2Accuracy
9
DBLP PV
1.85Parameters
9
DBLP
6Training Time (s)
9