Wisconsin
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Wisconsin
96.3Accuracy
898
Wisconsin (test)
94.89Mean Accuracy
346
Wisconsin (48/32/20)
92.54Mean Accuracy
66
wisconsin
97.5Accuracy
59
Wisconsin (60%/20%/20%)
98Test Accuracy
43
Wisconsin (Wis.)
87.6Accuracy
39
Wisconsin H=0.19
82.15Accuracy
39
Wisconsin
0.01Time (s) (All Instances)
36
wisconsin
12.8Micro F1
32
Wisconsin L=L* (test)
64.8Accuracy
24
Wisconsin standard (test)
87.65Accuracy
23
Wisconsin
65Count
22
Wisconsin (10 splits)
89.41Accuracy
22
Wisconsin (fixed)
88.43Accuracy
21
Wisconsin 1-shot
35.41Accuracy
19
Wisconsin Cross-domain
68.75Accuracy
18
Wisconsin Attributed
82.5AUC
18
Wisconsin
28F1 Score
16
Wisconsin (test)
0.52Conductance
15
Wisconsin
0.835ROC-AUC
14
wisconsin 25% feature noise
97Accuracy
14
wisconsin
97.7F1 Score
14
Wisconsin original (test)
85.01Accuracy
14
Wisconsin
74.1Accuracy
13
Wisconsin
0.006Faithfulness (KL distance)
12