DD
Benchmarks
TaskDatasetSOTA resultTrendResults
DD
98.5Accuracy
309
DD D0 → D1 (target)
55.7Accuracy
60
DD D3 → D2 (target)
86.7Accuracy
45
DD D3 → D1 (target)
87.4Accuracy
45
DD D3 → D0 (target)
64.3Accuracy
45
DD D2 → D3 (target)
88Accuracy
45
DD D2 → D1 (target)
70.1Accuracy
45
DD D2 → D0 (target)
79.5Accuracy
45
DD D1 → D3 (target)
0.873Accuracy
45
DD D1 → D2 (target)
0.814Accuracy
45
DD D1 → D0 (target)
81.7Accuracy
45
DD D0 → D3 (target)
0.869Accuracy
45
DD D0 → D2 (target)
77.5Accuracy
45
DD (test)
86.54Accuracy
44
DD (10-fold cross-validation)
81.8Accuracy
21
DD TUDataset
95.9Accuracy
20
DD TUDataset (10-fold cross val)
82Accuracy
19
DD (20% test)
0.097MSE
18
DD size shift (test)
0.33MCC
17
DD Cross-domain
91.75Accuracy
16
DD
0.652MCC
16
DD
62ASR
15
DD D3→D2 node density shift (test)
80.8Accuracy
15
DD D3→D1 node density shift (test)
0.812Accuracy
15
DD D3→D0 node density shift (test)
63.7Accuracy
15