amazon-ratings
Benchmarks
TaskDatasetSOTA resultTrendResults
amazon-ratings
56.72Accuracy
354
Amazon-Ratings (test)
57.03Accuracy
196
Amazon-ratings heterophilic (test)
54.81Accuracy
49
Amazon-ratings non-overlapping subgraph partitioning
46.56Accuracy
45
Amazon-ratings overlapping subgraph partitioning
42.97Accuracy
39
Amazon Ratings
1Rank
24
Amazon-Ratings original
53.17Accuracy
20
amazon-ratings 10%/10%/80%
46.05Average Precision
18
Amazon-ratings non-overlapping subgraph partitioning (10 Clients)
45.89Accuracy
13
Amazon Ratings Far-Features
30.8AUC-PR (Alea.)
12
Amazon Ratings (Near-Features)
13.3AUC-PR (Aleatoric)
12
Amazon Ratings LoC
0.149AUC-PR (Aleatoric)
12
Amazon-Ratings
0.528AUROC
5
Amazon-ratings
9.2Mean NMI
2
Amazon Ratings Far-Features
78.2AUC-ROC (Aleatoric)
2
Amazon Ratings Near-Features
62.1AUC-ROC (Aleatoric)
2
Amazon Ratings Local Class (LoC)
51.4AUC-ROC (Aleatoric)
2
Amazon-ratings overlapping subgraph partitioning (30 Clients)
42.69Accuracy
2