WDC Products
Introduced by Peeters et al. in WDC Products: A Multi-Dimensional Entity Matching Benchmark
WDC Products is an entity matching benchmark which provides for the systematic evaluation of matching systems along combinations of three dimensions while relying on real-word data. The three dimensions are
i) amount of corner-cases
ii) generalization to unseen entities, and
iii) development set size
WDC Products contains 11715 product offers describing in total 2162 product entities belonging to various product categories.
Source: WDC Products: A Multi-Dimensional Entity Matching BenchmarkBenchmarks
| Trend | Task | Dataset Variant | Best Model | Paper | Code |
|---|---|---|---|---|---|
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WDC Products-80%cc-seen-medium
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gpt4-0613_zeroshot
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WDC Products-50%cc-unseen-medium
|
RoBERTa-base
|
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WDC Products-80%cc-seen-medium-multi
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RoBERTa-SupCon
|
Papers
| Paper | Code | Results | Date | Stars |
|---|
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