Amazon Reviews
Benchmarks
TaskDatasetSOTA resultTrendResults
Amazon Reviews
99.8ASR
47
Amazon Reviews 8 Domains
89.4NDCG@10 (Avg)
36
Amazon Reviews (test)
91.74Average Accuracy
24
Amazon Reviews 2023
88.4F1LLM
21
Amazon Reviews 2023 (test)
0.713N@1 (All_Beauty)
19
Amazon Reviews Movies → Music
0.435MAE
18
Amazon Reviews 31
22.57MCI
16
Amazon Reviews (test)
7.72Mean Spearman Correlation
16
Amazon Reviews
58.9F1 Score
16
Amazon Reviews Books, Movies_and_TV, and CDs_and_Vinyl 2023
0.273R-1
14
Amazon Reviews Arts, Crafts & Sewing
57.8Hit Rate @ 1
14
Amazon Reviews Sports & Outdoors
51.6H@1
14
Amazon Reviews Toys & Games
49.8H@1
14
Amazon Reviews Beauty & Personal Care
49.1H@1
14
Amazon Reviews
0.901AUC
14
Amazon Reviews Covariate Shift
22.2AURC
13
Amazon Reviews (In-Distribution)
20.6AURC
13
Amazon Reviews Industrial-and-Scientific (test)
11.76Recall@5
12
Amazon Reviews Video-Games (test)
6.55Recall@5
12
Amazon Reviews Office-Products (test)
13.81Recall@5
12
Amazon Reviews Games 2023 (test)
6.18Recall@5
12
Amazon Reviews Scientific 2023 (test)
3.04Recall@5
12
Amazon Reviews Instruments 2023 (test)
4.01Recall@5
12
Amazon reviews (test)
98Accuracy
11
Amazon Reviews Sports (test)
0.016HR@1
11