Amazon Product Data
Introduced by He et al. in Ups and Downs: Modeling the Visual Evolution of Fashion Trends with One-Class Collaborative Filtering
This dataset contains product reviews and metadata from Amazon, including 142.8 million reviews spanning May 1996 - July 2014.
This dataset includes reviews (ratings, text, helpfulness votes), product metadata (descriptions, category information, price, brand, and image features), and links (also viewed/also bought graphs).
Benchmarks
| Trend | Task | Dataset Variant | Best Model | Paper | Code |
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Amazon Product Data
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TLSAN
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Noisy-Amazon (20%)
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Butterfly
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Noisy-Amazon (45%)
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Butterfly
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Noisy-Amazon (20%)
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Butterfly
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Noisy-Amazon (45%)
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Butterfly
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Amazon Product Data
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Multinomial Naive Bayes
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Papers
| Paper | Code | Results | Date | Stars |
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