DD
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DD D2→D3 node density shift (test)
83.7Accuracy
15
DD D2→D1 node density shift (test)
62.5Accuracy
15
DD D2→D0 node density shift (test)
80.8Accuracy
15
DD D1→D3 node density shift (test)
86.5Accuracy
15
DD D1→D2 node density shift (test)
80.1Accuracy
15
DD node density shift D1→D0 (test)
82.1Accuracy
15
DD D0→D3 node density shift (test)
72.8Accuracy
15
DD D0→D2 node density shift (test)
67.7Accuracy
15
DD TU (test)
79.6Accuracy
14
DD
89.31AUPRC
13
DD
0.792Certified Graph Accuracy
12
DD
65WA
12
DD
81.1AUC
11
DD 50-shot
66.49AUROC
11
DD 10% label rate
79.21Accuracy
11
DD (10-fold CV)
75.4Accuracy
9
DD
77.62AUC (%)
9
DD 20% (test)
0.212KTau
9
DD MCCS ground truth (test)
0.854PairRank
9
DD MCES ground truth 20% (test)
93.9PairRank
9
DD
83.13AUC
8
DD
0.581Accuracy
8
DD standard (test)
82Accuracy
8
DD
87AUC (Sensitivity)
6
DD (calibration)
70.5P(y=1|pi)
6