paper-with-me

Blocking 벤치마크

Blocking on Amazon-Google

12개 결과 · ⬇ CSV · JSON

Candidate Set Size

1.1e+04 4.972e+04 8.845e+04 1.272e+05 1.659e+05 2021-07 2026-11 Auto — 68200.0 (2021-07-01) Auto — 68200.0 (2021-07-01) Sudowoodo — 48390.0 (2022-07-08) Sudowoodo — 48390.0 (2022-07-08) SC-Block — 11000.0 (2023-03-06) BM25 — 40000.0 (2023-03-06) SC-Block — 11000.0 (2023-03-06) BM25 — 40000.0 (2023-03-06) Sparkly k=10 — 33300.0 (2023-04-20) Sparkly k=50 — 165900.0 (2023-04-20) Sparkly k=10 — 33300.0 (2023-04-20) Sparkly k=50 — 165900.0 (2023-04-20) Auto — 68200.0 (2021-07-01) Sparkly k=50 — 165900.0 (2023-04-20)
RankModel Candidate Set SizeRecall PaperCodeYear
1 SC-Block 1100099.6 SC-Block: Supervised Contrastive Blocking within Entity Resolution Pipelines wbsg-uni-mannheim/sc-block 2023
2 Sparkly k=10 3330096.8 Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching anhaidgroup/sparkly 2023
3 BM25 4000098.7 SC-Block: Supervised Contrastive Blocking within Entity Resolution Pipelines wbsg-uni-mannheim/sc-block 2023
4 Sudowoodo 4839097.3 Sudowoodo: Contrastive Self-supervised Learning for Multi-purpose Data Integration and Preparation megagonlabs/sudowoodo 2022
5 Auto 6820097.1 Deep learning for blocking in entity matching: a design space exploration qcri/deepblocker 2021
6 Sparkly k=50 16590099.2 Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching anhaidgroup/sparkly 2023
7 SC-Block 1100099.6 SC-Block: Supervised Contrastive Blocking within Entity Resolution Pipelines wbsg-uni-mannheim/sc-block 2023
8 Sparkly k=10 3330096.8 Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching anhaidgroup/sparkly 2023
9 BM25 4000098.7 SC-Block: Supervised Contrastive Blocking within Entity Resolution Pipelines wbsg-uni-mannheim/sc-block 2023
10 Sudowoodo 4839097.3 Sudowoodo: Contrastive Self-supervised Learning for Multi-purpose Data Integration and Preparation megagonlabs/sudowoodo 2022
11 Auto 6820097.1 Deep learning for blocking in entity matching: a design space exploration qcri/deepblocker 2021
12 Sparkly k=50 16590099.2 Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching anhaidgroup/sparkly 2023
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