Citeseer
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Citeseer Structural missing features (test)
60.04Accuracy
8
Citeseer
4.58RApre
8
Citeseer
-0.06Delta RA (%)
8
Citeseer (test)
61.63Accuracy (Uniform 20% Noise)
8
Citeseer
6.33M1 Score
8
CiteSeer (standard 10-split protocol)
78.02Accuracy
8
Citeseer
75Weighted F1
8
Citeseer high-degree nodes, upper 33%
77.25Accuracy
8
Citeseer low-degree nodes, lower 33%
67.27Accuracy
8
CiteSeer (train val test 10 10 80%)
1,587Memory (MB)
8
Citeseer small (test)
72.9Accuracy (Clean)
7
CiteSeer
59.78HR Score
7
CiteSeer H = .81
71.9Accuracy
7
CiteSeer (test)
99.85Accuracy
7
Citeseer Pair noise (20%) (test)
70.7Accuracy
7
CiteSeer imbalanced, ratio 100:1 (test)
43.1Accuracy
7
Citeseer h=0.74 (120 labeled nodes)
75.8Micro-F1
7
Citeseer h=0.74 (60 labeled nodes)
72.2Micro-F1
7
Citeseer h=0.74 (30 labeled nodes)
0.691Micro-F1
7
Citeseer
68.32Accuracy
7
CiteSeer 80/10/10 random split (test)
0.742Accuracy
7
Citeseer L/C 20 standard (test)
75.38Accuracy
7
Citeseer L/C 20 (test)
74.9Accuracy
7
Citeseer semi-supervised transductive
70.96Accuracy
7
CiteSeer Fixed Standard 20 nodes/class (train)
73.3Accuracy
7