FRANKENSTEIN
Benchmarks
TaskDatasetSOTA resultTrendResults
FRANKENSTEIN node density F0→F2 shift
68Accuracy
30
FRANKENSTEIN node density F0→F1 shift
72.5Accuracy
30
FRANKENSTEIN node density domain shift (test)
69.6F-score (F0→F1)
15
FRANKENSTEIN F3→F2 (edge density shift)
72.7Accuracy
15
FRANKENSTEIN F2→F3 (edge density shift)
62.2Accuracy
15
FRANKENSTEIN F3→F1 (edge density shift)
60.5Accuracy
15
FRANKENSTEIN F1→F3 (edge density shift)
60.9Accuracy
15
FRANKENSTEIN F2→F1 (edge density shift)
79.6Accuracy
15
FRANKENSTEIN F1→F2 (edge density shift)
66.2Accuracy
15
FRANKENSTEIN F3→F0 (edge density shift)
65.5Accuracy
15
FRANKENSTEIN F0→F3 (edge density shift)
61.3Accuracy
15
FRANKENSTEIN F2→F0 (edge density shift)
75.5Accuracy
15
FRANKENSTEIN F0→F2 (edge density shift)
65.8Accuracy
15
FRANKENSTEIN F1→F0 (edge density shift)
76Accuracy
15
FRANKENSTEIN
61Attack Success Rate (ASR)
15
FRANKENSTEIN F3→F2
65.6Accuracy
15
FRANKENSTEIN F3→F1
60.9Accuracy
15
FRANKENSTEIN F3→F0
0.657Accuracy
15
FRANKENSTEIN F2→F3
61.7Accuracy
15
FRANKENSTEIN F2→F1
68.5Accuracy
15
FRANKENSTEIN F2→F0
0.632Accuracy
15
FRANKENSTEIN F1→F3
62.1Accuracy
15
FRANKENSTEIN F1→F2
64.1Accuracy
15
FRANKENSTEIN F1→F0
68Accuracy
15
FRANKENSTEIN F0→F3
62.3Accuracy
15