OpenCodePapers

entity-resolution-on-wdc-products-80-cc-seen

Entity Resolution
Dataset Link
Results over time
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Leaderboard
PaperCodeF1 (%)ModelNameReleaseDate
Entity Matching using Large Language Models✓ Link89.61gpt4-0613_zeroshot2023-10-17
Fine-tuning Large Language Models for Entity Matching✓ Link87.10gpt-4o-2024-08-06_fine_tuned_wdc_small2024-09-12
Fine-tuning Large Language Models for Entity Matching✓ Link84.38gpt-4o-mini-2024-07-18_structured_explanations2024-09-12
Fine-tuning Large Language Models for Entity Matching✓ Link81.61gpt-4o-mini-2024-07-182024-09-12
WDC Products: A Multi-Dimensional Entity Matching Benchmark✓ Link79.99RoBERTa-SupCon2023-01-23
Fine-tuning Large Language Models for Entity Matching✓ Link76.70Llama3.1_70B_structured_explanations2024-09-12
Fine-tuning Large Language Models for Entity Matching✓ Link75.20Llama3.1_70B2024-09-12
Fine-tuning Large Language Models for Entity Matching✓ Link74.37Llama3.1_8B_error-based_example_selection2024-09-12
Fine-tuning Large Language Models for Entity Matching✓ Link74.13Llama3.1_8B_structured_explanations2024-09-12
WDC Products: A Multi-Dimensional Entity Matching Benchmark✓ Link73.93Ditto2023-01-23
WDC Products: A Multi-Dimensional Entity Matching Benchmark✓ Link72.18RoBERTa-base2023-01-23
WDC Products: A Multi-Dimensional Entity Matching Benchmark✓ Link71.40HG2023-01-23
Fine-tuning Large Language Models for Entity Matching✓ Link53.36Llama3.1_8B2024-09-12