Cora
Benchmarks
TaskDatasetSOTA resultTrendResults
Cora (transductive)
89.77Accuracy
72
CORA
20.93Miss-classification Rate
70
Cora Hnode = 0.57
87.98Accuracy
70
CoraFull
86.63Accuracy
68
Cora 3% label rate
82.2Accuracy
66
Cora
96.7AUC
65
Cora 25% nodes (train)
10p5 Score
64
Cora (test)
90.96Accuracy
64
Cora
0.931AUROC
62
Cora 1% label rate
77.4Accuracy
56
Cora (0.5% label rate)
0.739Accuracy
56
Cora Covariate shift (degree split)
87.39OOD Accuracy
50
Cora (48/32/20)
88.7Mean Accuracy
50
Cora (test)
78.58Accuracy
50
Cora (test)
86.35Median Accuracy (Cora Test)
48
Cora-CA
85.85Mean Accuracy
48
Cora
93.51F1 Score
48
Cora (Fixed)
88.05Accuracy
47
Cora (standard)
88.57Accuracy
46
Cora
84.5Accuracy
43
Cora
95.87AUROC
43
Cora 2% label rate
0.803Accuracy
43
Cora h=0.81 (test)
88.37Accuracy
42
Cora
0.834Micro F1
42
Cora
0.933AUC
41