Cora
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Cora
86.6Homogeneity (Hmg)
9
Cora ML
85.24Accuracy (RAP 0%)
9
Cora
62.08F1 Score
9
Cora Δ = 5
2,708Solved Count (All)
9
Cora Robust instances Delta=10
2,124Solved Count
9
Cora Delta=10 (All instances)
2,708Solved Count
9
Cora to Arxiv (target)
74.87Micro F1
9
Cora to DBLP (target)
75.77Micro-F1
9
CORA
0.768MCC
9
Cora
1,300Degree
9
Cora standard (test)
0.757Accuracy
9
Cora
0.618Max GPU Memory (MB)
9
Cora
36.7Avg Clustering Error
8
Cora
40.09Perplexity
8
Cora Heterophilous nodes
65.54Accuracy
8
Cora Homophilous nodes
94.13Accuracy
8
Cora tail nodes
82.05Accuracy (Cora Tail)
8
Cora head nodes
85.82Accuracy (Cora Head Nodes)
8
Cora
91.1Validity
8
Cora
0.005Overlap Tail Gap
8
Cora
82.06Accuracy
8
Cora
44.3Important Rate of Triggers (IRT)
8
Cora
47.07ARUC (label)
8
Cora 20% (train val)
60.9Accuracy
8
Cora (5% train val)
72.5Accuracy
8