Cora
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Cora r=1%
3.6Time (s)
2
CoraML (Near-Features)
68.7AUC-ROC (Aleatoric)
2
Cora
81.2Model Accuracy
2
cora 2024
12,067.97Propagation Width
2
CORA
3.2Understandability
2
Cora
0.92p-value
2
Cora-ML+ (80% train 20% test)
85.85Average Accuracy
2
Cora (test)
81.5Accuracy
2
CORA Imbalanced largest connected component (LCC)
81.7Accuracy
2
CORA
83.5Accuracy
2
CORA 100% full graph
84.81Accuracy
2
CORA (75% edges retained)
83.61Accuracy
2
CORA 50% edges retained
80.41Accuracy
2
CORA 25% edges retained
78.12Accuracy
2
Cora
70.6RAUC (A; H_A^all)
1
Cora
0.005Cosine Similarity
1
Cora
0.136Degree MMD
1
Cora
0.128Degree MMD
1
Cora
8.83ΔGNN
1
Cora 20% pair noise (test)
0.047p-value
1
Cora
94.92AUC (%)
1
Cora with TF-IDF vectors
85.17Accuracy
1
Cora additional (train)
89.48Accuracy
1
Cora
—Primary metric
0
CORA Planetoid original (test)
—Primary metric
0