BlogCatalog
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
BlogCatalog
0.968AUROC
101
BlogCatalog
0.958Accuracy
70
BlogCatalog 6-way Social Media (test)
67.31Accuracy
33
BlogCatalog
498Regret (T)
32
BlogCatalog (test)
74.83AUROC
32
BlogCatalog
64.5Attack F1
25
BLOGCATALOG (test)
77.6Micro F1
24
BlogCatalog simulated (In-sample)
0.6ATE Error (Epsilon)
21
BlogCatalog (out-of-sample)
0.3ϵATE
21
BlogCatalog
96.9AUC
21
BlogCatalog
0.627JI
21
BlogCatalog zero-shot (test)
77.91AUROC
19
BlogCatalog (test)
0.994AUC
19
BlogCatalog B1-B2 transfer scenarios
54.89B1 → B2 Accuracy
17
BlogCatalog (BC) Cosine kernel (out-of-sample)
0ADE
15
BLOGCATALOG
40.79Micro-F1
15
Blogcatalog 70% edge reduction level
0.952Accuracy
12
Blogcatalog
0.849ACC
12
BlogCatalog (BC) RBF kernel (out-of-sample)
0ADE
10
BlogCatalog (random 10/10/80)
76.5Micro-F1
10
BlogCatalog1 to BlogCatalog2 (target)
39.43Micro-F1
9
BlogCatalog
0.42Micro F1
9
BlogCatalog
0.271Macro F1
9
BlogCatalog
30Runtime (s)
6
BlogCatalog (50% test)
98.1AUC
5