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Amazon

Benchmarks

Task NameDataset NameSOTA ResultTrend
Node ClassificationAmazon Photo
Accuracy97.02
327
Node ClassificationAmazon Computers
Accuracy94.09
167
Graph Anomaly DetectionAmazon
AUROC96.9
132
Node ClassificationAmazon Computer (test)
Accuracy94.01
104
Text ClassificationAmazon
Accuracy89.71
81
Sequential RecommendationAmazon-Toys
R@108.12
76
Sequential RecommendationAmazon Sports
NDCG@1032.9
76
Multimodal RecommendationAmazon Baby (test)
Recall@107.11
66
User Churn PredictionAmazon Rel
ROC-AUC0.704
64
Item Churn PredictionRel Amazon
ROC-AUC82.6
64
Text ClassificationAmazon
Accuracy96.45
63
Extreme Multi-label ClassificationAmazon-670K
P@153.02
63
Sequential RecommendationAmazon Sports and Outdoors (test)
NDCG@50.025
60
RecommendationAmazon Sports (test)
Recall@108.25
57
Event PredictionAMAZON (test)
OTD9.43
55
Sequential RecommendationAmazon Arts (test)
NDCG@1051.91
50
Sequential RecommendationAmazon Toys and Games (test)
NDCG@54.89
46
Sequential RecommendationAmazon Toys (test)
NDCG@569.89
44
Extreme Multi-label ClassificationAmazon-3M
Precision@154.28
44
Sequential RecommendationAmazon Sports (test)
NDCG@50.7094
42
Graph Fraud DetectionAmazon (test)
AUROC97.78
40
Sequential RecommendationAmazon
Recall@10 (Average)10.38
40
Anomaly DetectionAmazon
AUC-ROC0.8556
40
Fraud DetectionAmazon (test)
AUC97.89
38
Multimodal RecommendationAmazon Clothing (test)
Recall@106.88
37
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