Amazon
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Amazon Electronics
67.96Accuracy
12
Amazon Book (test)
12.7NDCG@10
12
Amazon c3 community
98.18Accuracy
12
Amazon c2 community
97.29Accuracy
12
Amazon (c1 community)
97.46Accuracy
12
Amazon static graph (40% train)
91.52F1-m
12
Amazon 40/20/40
91.52Macro F1
12
Amazon-Book
8.66Recall@40
12
Amazon Video Games
3.28H@5
12
Amazon
99.87AUROC
12
Amazon 3D Books, Electronics → Clothing
69.86AUC
12
Amazon 8D Automotive, Tools, Cell Phones, Clothing → Sports
75.06AUC
12
Amazon 8D Automotive, Tools, Cell Phones, Clothing → Movies
79.12AUC
12
Amazon 8D Automotive, Tools, Cell Phones, Clothing → Home
0.735AUC
12
Amazon 8D Automotive, Tools, Cell Phones, Clothing → Electronics
77.89AUC
12
Amazon Sports (out-of-domain)
19.8NDCG@10
12
Amazon Electronics (out-of-domain)
0.143NDCG@10
12
Amazon Sports
0.876MAE
12
Amazon Sports
59.2Accuracy
12
Amazon Electronics
1.093MAE
12
Amazon Electronics
54.5Accuracy
12
Amazon Clothing
1.02MAE
12
Amazon Books
56.26HR@5
12
Amazon Book to Music, alpha=80%
0.417MAE
12
Amazon Book to Music, alpha=50%
0.403MAE
12