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Amazon

Benchmarks

Task NameDataset NameSOTA ResultTrend
Node ClassificationAmazon Photo
Accuracy96.78
150
Node ClassificationAmazon Computers
Accuracy94.09
84
Text ClassificationAmazon
Accuracy89.71
81
Node ClassificationAmazon Computer (test)
Accuracy94.01
76
RecommendationAmazon Sports (test)
Recall@108.25
57
Extreme Multi-label ClassificationAmazon-670K
P@153.02
41
Sequential RecommendationAmazon
Recall@10 (Average)10.38
40
Sequential RecommendationAmazon Arts (test)
NDCG@1011.28
40
Multimodal RecommendationAmazon Baby (test)
Recall@107.11
39
Text ClassificationAmazon
Accuracy96.45
37
Sequential RecommendationAmazon (test)
Recall@10 (Avg)93.7
36
Graph Anomaly DetectionAmazon
AUROC94.43
35
Extreme Multi-label ClassificationAmazon-3M
Precision@154.28
33
Graph Anomaly DetectionAmazon (test)
AUROC85.43
32
Anomaly DetectionAmazon
AUC-ROC0.8556
31
Sequential RecommendationAmazon Sport
R@104.46
30
Sequential RecommendationAmazon-Toys
R@108.12
30
Fraud DetectionAmazon (test)
AUC97.89
28
Multimodal RecommendationAmazon Clothing (test)
Recall@106.88
25
Sequential RecommendationAmazon Sport
NDCG@200.0363
24
Sequential RecommendationAmazon Toys (test)
NDCG@1071.26
24
Anomaly detectionAmazon
AUPRC60.46
23
Sequential RecommendationAmazon CDs and Vinyl (test)
NDCG@104.34
22
Anomaly DetectionAmazon (test)
F1-macro89.5
22
Opinion SummarizationAmazon (test)
ROUGE-1 Score36.57
22
Showing 25 of 300 rows
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