Citeseer
Benchmarks
TaskDatasetSOTA resultTrendResults
CiteSeer
76.73Accuracy
11
CiteSeer (Louvain splitting)
73.1Accuracy
11
Citeseer 20-shot
72.91Accuracy
11
Citeseer
71.5Accuracy
11
CiteSeer 1-shot (test)
51.55Accuracy
11
Citeseer Planetoid (standard)
93.47HR@100
11
Citeseer 18 labeled per class
70.3Accuracy
11
Citeseer 12 labeled per class
69.1Accuracy
11
Citeseer Planetoid (70%-10%-20% train-val-test)
92.93Hits@100
11
Citeseer
74.71Accuracy
11
Citeseer (Evolving)
65.48Accuracy
10
Citeseer Non-Evolving
73.25Accuracy
10
CiteSeer
0.04Average Runtime (s)
10
Citeseer
81Neighbor Recall
10
CiteSeer Robust instances
5.7Time (s)
10
CiteSeer
6.14Time (s)
10
Citeseer (test)
63.44F1 Score
10
CiteSeer
0.511LT+
10
Citeseer GLBench (supervised)
73.04Accuracy
10
Citeseer LLM-embedded (test)
76.03Accuracy
10
CiteSeer (public)
72.1Micro-F1
10
CiteSeer Planetoid original (test)
72.4Test Accuracy
10
CiteSeer
0.9Kendall's Tau
10
CiteSeer homophily graph (test)
71.96Accuracy
10
Citeseer
66.6Micro F1
10