Wisconsin
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Wisconsin (3% labeling ratio)
6.75Explainability Performance
12
Wisconsin (2% labeling ratio)
2.29Explainability Performance
12
Wisconsin heterophilic (test)
82.31Accuracy
12
Wisconsin
18.2NMI
11
Wisconsin heterophilous (official)
82.9Accuracy
11
Wisconsin (test)
71.77Accuracy
11
Wisconsin full-supervised
81.57Accuracy
11
Wisconsin 3% labeling ratio
49.8Accuracy
10
Wisconsin 2% labeling ratio
54.7Accuracy
10
Wisconsin
0.95RAE
9
Wisconsin
0.98Average RRSE
9
Wisconsin Δ = 5
251#Solved (All)
9
Wisconsin Robust instances Delta=10
182Solved Count
9
Wisconsin Delta=10
248# Solved
9
Wisconsin 5-shot
99.12Accuracy
8
Wisconsin 3-shot
98.58Accuracy (3-shot)
8
Wisconsin 95% (test)
54.58Accuracy
8
Wisconsin Heterophilic (10 train val test splits)
87.65Accuracy
8
Wisconsin H = .37
82.5Accuracy
7
wisconsin 0% noise (test)
97.6Accuracy
7
wisconsin 0% noise
97.9F1 Score
7
wisconsin 25% feature noise
97.8F1-score
7
wisconsin 25% label noise
97.8F1-score
7
Wisconsin
5Avg Model Evaluations
7
wis (Wisconsin) (test)
2.4Average Test Error Rate
7