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Amazon

Benchmarks

Task NameDataset NameSOTA ResultTrend
Node ClassificationAmazon Photo
Accuracy96.78
191
Node ClassificationAmazon Computers
Accuracy94.09
120
Text ClassificationAmazon
Accuracy89.71
81
Node ClassificationAmazon Computer (test)
Accuracy94.01
76
Graph Anomaly DetectionAmazon
AUROC94.7
65
Text ClassificationAmazon
Accuracy96.45
63
RecommendationAmazon Sports (test)
Recall@108.25
57
User Churn PredictionAmazon Rel
ROC-AUC0.704
54
Item Churn PredictionRel Amazon
ROC-AUC82.6
54
Multimodal RecommendationAmazon Baby (test)
Recall@107.11
54
Sequential RecommendationAmazon-Toys
R@108.12
51
Sequential RecommendationAmazon Arts (test)
NDCG@1051.91
50
Extreme Multi-label ClassificationAmazon-670K
P@153.02
41
Sequential RecommendationAmazon
Recall@10 (Average)10.38
40
Fraud DetectionAmazon (test)
AUC97.89
38
Sequential RecommendationAmazon (test)
Recall@10 (Avg)93.7
36
Sequential RecommendationAmazon Instruments (test)
NDCG@109.97
35
Anomaly detectionAmazon
AUPRC60.46
33
Extreme Multi-label ClassificationAmazon-3M
Precision@154.28
33
Link PredictionAmazon Sports
MRR35.16
32
Graph Anomaly DetectionAmazon (test)
AUROC85.43
32
Anomaly DetectionAmazon
AUC-ROC0.8556
31
Churn PredictionAmazon
ROC-AUC0.6751
30
Sequential RecommendationAmazon Sport
R@104.46
30
Multimodal RecommendationAmazon Clothing (test)
Recall@106.88
25
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