Roman-empire
Benchmarks
TaskDatasetSOTA resultTrendResults
Roman-Empire
94.77Accuracy
398
Roman-empire (test)
92.92Accuracy
98
Roman-empire
2.17Time Consumption (s)
84
Roman-empire heterophilic (test)
94.77Accuracy
49
Roman-empire non-overlapping subgraph partitioning
71.95Accuracy
45
Roman-empire overlapping subgraph partitioning
65.66Accuracy
39
Roman Empire
1Rank
24
Roman-Empire original
84.42Accuracy
20
Roman-empire v1 (test)
92.08Accuracy
20
Roman-empire
95.3Mean AUROC
18
Roman-empire overlapping subgraph partitioning (10 Clients)
67.22Accuracy
15
Roman-empire non-overlapping subgraph partitioning (5 Clients)
0.687Accuracy
13
Roman-Empire
49.44Accuracy
12
Roman Empire Far-Features
52.6AUC-PR (Aleatoric)
12
Roman Empire Near-Features
41.9AUC-PR (Aleatoric)
12
Roman Empire (LoC)
41.4AUC-PR (Aleatoric)
12
Roman Empire Local Class (LoC)
76.4AUC-ROC (Aleatoric)
12
Roman-Empire
92.27Mean Accuracy
11
Roman-empire
66.22AUC
10
Roman-empire
38.8NMI
10
Roman Empire 95% (test)
56.26Accuracy
8
Roman-Empire (test)
88.56AP
7
Roman Empire
69.58AUROC
5
Roman Empire (Near-Features)
0.865AUC-ROC (Aleatoric)
3
Roman Empire Far-Features
83AUC-ROC (Aleatoric)
2