Cora
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Cora v1 (test)
60.81Accuracy
13
Cora MinMax (20% test)
78.4Accuracy
13
Cora Metattack (20% test)
77.74Accuracy
13
Cora node clustering coefficient shift
61.4F1 Score
12
CoraFull (test)
66.71Accuracy
12
Cora (test)
84.7kNN Classification Accuracy
12
Cora
81.6Spearman Correlation
12
Cora
46.3Top-10 2-hop Neighbor Recall
12
Cora 70% edge reduction level
85.07Accuracy
12
Cora rho=100 (test)
73.47Balanced Accuracy
12
Cora
51.8Accuracy
12
Cora 100 random dataset splits
0.833Accuracy
12
Cora
91.14F-Score
12
Cora Degree Shift OOD-low bottom 15% nodes by degree (test)
83Accuracy
12
Cora
0.015WDP
12
Cora ML
1.25Running Time (s)
12
Cora (test)
72.15Accuracy
12
CoraFull
51.54Brier Score
12
Cora
25.31Brier Score
12
Cora
2.79KDE ECE
12
CoraFull
3.56KDE ECE
12
CoraFull
13,897Negative Log-Likelihood
12
Cora
0.559NLL
12
CoraFull
3.54ECE
12
Cora L/C=40
0.245BS
12