task_path stringlengths 3 199 ⌀ | dataset stringlengths 1 128 ⌀ | model_name stringlengths 1 223 ⌀ | paper_url stringlengths 21 601 ⌀ | metric_name stringlengths 1 50 ⌀ | metric_value stringlengths 1 9.22k ⌀ |
|---|---|---|---|---|---|
Data Integration > Entity Resolution | WDC Products-80%cc-seen-medium | gpt-4o-mini-2024-07-18_structured_explanations | https://arxiv.org/abs/2409.08185v2 | F1 (%) | 84.38 |
Data Integration > Entity Resolution | WDC Products-80%cc-seen-medium | gpt-4o-mini-2024-07-18 | https://arxiv.org/abs/2409.08185v2 | F1 (%) | 81.61 |
Data Integration > Entity Resolution | WDC Products-80%cc-seen-medium | RoBERTa-SupCon | https://arxiv.org/abs/2301.09521v2 | F1 (%) | 79.99 |
Data Integration > Entity Resolution | WDC Products-80%cc-seen-medium | Llama3.1_70B_structured_explanations | https://arxiv.org/abs/2409.08185v2 | F1 (%) | 76.70 |
Data Integration > Entity Resolution | WDC Products-80%cc-seen-medium | Llama3.1_70B | https://arxiv.org/abs/2409.08185v2 | F1 (%) | 75.20 |
Data Integration > Entity Resolution | WDC Products-80%cc-seen-medium | Llama3.1_8B_error-based_example_selection | https://arxiv.org/abs/2409.08185v2 | F1 (%) | 74.37 |
Data Integration > Entity Resolution | WDC Products-80%cc-seen-medium | Llama3.1_8B_structured_explanations | https://arxiv.org/abs/2409.08185v2 | F1 (%) | 74.13 |
Data Integration > Entity Resolution | WDC Products-80%cc-seen-medium | Ditto | https://arxiv.org/abs/2301.09521v2 | F1 (%) | 73.93 |
Data Integration > Entity Resolution | WDC Products-80%cc-seen-medium | RoBERTa-base | https://arxiv.org/abs/2301.09521v2 | F1 (%) | 72.18 |
Data Integration > Entity Resolution | WDC Products-80%cc-seen-medium | HG | https://arxiv.org/abs/2301.09521v2 | F1 (%) | 71.40 |
Data Integration > Entity Resolution | WDC Products-80%cc-seen-medium | Llama3.1_8B | https://arxiv.org/abs/2409.08185v2 | F1 (%) | 53.36 |
Data Integration > Entity Resolution | WDC Computers-xlarge | RoBERTa-SupCon | https://arxiv.org/abs/2202.02098v2 | F1 (%) | 98.33 |
Data Integration > Entity Resolution | WDC Computers-xlarge | JointBERT | https://doi.org/10.14778/3467861.3467878 | F1 (%) | 97.49 |
Data Integration > Entity Resolution | WDC Computers-xlarge | BERT | https://madoc.bib.uni-mannheim.de/57403/ | F1 (%) | 97.37 |
Data Integration > Entity Resolution | WDC Computers-xlarge | HG | https://dl.acm.org/doi/10.1145/3514221.3517872 | F1 (%) | 96.50 |
Data Integration > Entity Resolution | WDC Computers-xlarge | Ditto | https://arxiv.org/abs/2004.00584v3 | F1 (%) | 95.45 |
Data Integration > Entity Resolution | WDC Computers-xlarge | Random Forest | https://dl.acm.org/doi/10.1145/3340531.3412781 | F1 (%) | 78.0 |
Data Integration > Entity Resolution | WDC Watches-small | HG | https://dl.acm.org/doi/10.1145/3514221.3517872 | F1 (%) | 94 |
Data Integration > Entity Resolution | WDC Watches-small | DADER-NoDA | https://dl.acm.org/doi/10.1145/3514221.3517870 | F1 (%) | 88.60 |
Data Integration > Entity Resolution | WDC Watches-small | Ditto | https://arxiv.org/abs/2004.00584v3 | F1 (%) | 85.12 |
Data Integration > Entity Resolution | WDC Watches-small | JointBERT | https://doi.org/10.14778/3467861.3467878 | F1 (%) | 75.83 |
Data Integration > Entity Resolution | Amazon-Google | gpt4-0613_fewshot-10 | https://arxiv.org/abs/2310.11244v4 | F1 (%) | 85.21 |
Data Integration > Entity Resolution | Amazon-Google | gpt-4o-mini-2024-07-18_fine_tuned | https://arxiv.org/abs/2409.08185v2 | F1 (%) | 80.25 |
Data Integration > Entity Resolution | Amazon-Google | RoBERTa-SupCon | https://arxiv.org/abs/2202.02098v2 | F1 (%) | 79.28 |
Data Integration > Entity Resolution | Amazon-Google | RobEM | https://dl.acm.org/doi/10.1145/3511808.3557673 | F1 (%) | 79.06 |
Data Integration > Entity Resolution | Amazon-Google | Random Forest | https://dl.acm.org/doi/10.1145/3340531.3412781 | F1 (%) | 79.0 |
Data Integration > Entity Resolution | Amazon-Google | HG | https://dl.acm.org/doi/10.1145/3514221.3517872 | F1 (%) | 76.4 |
Data Integration > Entity Resolution | Amazon-Google | Ditto | https://arxiv.org/abs/2004.00584v3 | F1 (%) | 75.58 |
Data Integration > Entity Resolution | Amazon-Google | CorDEL-Sum | https://arxiv.org/abs/2009.07203v3 | F1 (%) | 70.2 |
Data Integration > Entity Resolution | Amazon-Google | DeepMatcher - Hybrid | https://doi.org/10.1145/3183713.3196926 | F1 (%) | 69.3 |
Data Integration > Entity Resolution | Amazon-Google | D-HAT | https://link.springer.com/chapter/10.1007/978-3-031-22137-8_28 | F1 (%) | 67.5 |
Data Integration > Entity Resolution | Amazon-Google | text-davinci-002_fewshot-10 | https://arxiv.org/abs/2205.09911v2 | F1 (%) | 63.50 |
Data Integration > Entity Resolution | Amazon-Google | gpt-4o-2024-08-06 | https://arxiv.org/abs/2409.08185v2 | F1 (%) | 63.45 |
Data Integration > Entity Resolution | Amazon-Google | gpt-4o-mini-2024-07-18 | https://arxiv.org/abs/2409.08185v2 | F1 (%) | 59.20 |
Data Integration > Entity Resolution | Amazon-Google | text-davinci-002_zeroshot | https://arxiv.org/abs/2205.09911v2 | F1 (%) | 54.30 |
Data Integration > Entity Resolution | Amazon-Google | Meta-Llama-3.1-70B-Instruct | https://arxiv.org/abs/2409.08185v2 | F1 (%) | 51.44 |
Data Integration > Entity Resolution | Amazon-Google | Meta-Llama-3.1-8B-Instruct_fine_tuned | https://arxiv.org/abs/2409.08185v2 | F1 (%) | 50.00 |
Data Integration > Entity Resolution | Amazon-Google | Meta-Llama-3.1-8B-Instruct | https://arxiv.org/abs/2409.08185v2 | F1 (%) | 49.16 |
Data Integration > Entity Resolution | WDC Computers-small | BERT | https://madoc.bib.uni-mannheim.de/57403/ | F1 (%) | 96.53 |
Data Integration > Entity Resolution | WDC Computers-small | RoBERTa-SupCon | https://arxiv.org/abs/2202.02098v2 | F1 (%) | 95.21 |
Data Integration > Entity Resolution | WDC Computers-small | HG | https://dl.acm.org/doi/10.1145/3514221.3517872 | F1 (%) | 88.50 |
Data Integration > Entity Resolution | WDC Computers-small | DADER-MMD | https://dl.acm.org/doi/10.1145/3514221.3517870 | F1 (%) | 88.00 |
Data Integration > Entity Resolution | WDC Computers-small | Ditto | https://arxiv.org/abs/2004.00584v3 | F1 (%) | 80.76 |
Data Integration > Entity Resolution | WDC Computers-small | JointBERT | https://doi.org/10.14778/3467861.3467878 | F1 (%) | 77.55 |
Data Integration > Entity Resolution | WDC Watches-xlarge | JointBERT | https://doi.org/10.14778/3467861.3467878 | F1 (%) | 97.09 |
Data Integration > Entity Resolution | WDC Watches-xlarge | Ditto | https://arxiv.org/abs/2004.00584v3 | F1 (%) | 96.53 |
Data Integration > Entity Resolution | WDC Watches-xlarge | HG | https://dl.acm.org/doi/10.1145/3514221.3517872 | F1 (%) | 96.50 |
Data Integration > Entity Resolution | MusicBrainz20K | ALMSER-GB | https://link.springer.com/chapter/10.1007%2F978-3-030-88361-4_11 | F1 | 0.951 |
Data Integration > Entity Resolution | MusicBrainz20K | FAMER-SplitMerge | https://csimq-journals.rtu.lv/article/view/csimq.2018-16.04/0 | F1 | 0.880 |
Data Integration > Entity Resolution | MusicBrainz20K | FAMER-Split | https://csimq-journals.rtu.lv/article/view/csimq.2018-16.04/0 | F1 | 0.840 |
Data Integration > Entity Resolution | WDC Products | gpt-4o-2024-08-06_fine_tuned_wdc_small | https://arxiv.org/abs/2409.08185v2 | F1 (%) | 87.07 |
Data Integration > Entity Resolution | WDC Products-50%cc-unseen-medium | RoBERTa-base | https://arxiv.org/abs/2301.09521v2 | F1 (%) | 71.14 |
Data Integration > Entity Resolution | WDC Products-50%cc-unseen-medium | Ditto | https://arxiv.org/abs/2301.09521v2 | F1 (%) | 70.66 |
Data Integration > Entity Resolution | WDC Products-50%cc-unseen-medium | HG | https://arxiv.org/abs/2301.09521v2 | F1 (%) | 68.74 |
Data Integration > Entity Resolution | WDC Products-50%cc-unseen-medium | RoBERTa-SupCon | https://arxiv.org/abs/2301.09521v2 | F1 (%) | 57.23 |
Data Integration > Entity Resolution > Blocking | Abt-Buy | Sudowoodo | https://arxiv.org/abs/2207.04122v2 | Recall | 88.6 |
Data Integration > Entity Resolution > Blocking | Abt-Buy | Sudowoodo | https://arxiv.org/abs/2207.04122v2 | Candidate Set Size | 3276 |
Data Integration > Entity Resolution > Blocking | Abt-Buy | SC-Block | https://arxiv.org/abs/2303.03132v2 | Recall | 99.5 |
Data Integration > Entity Resolution > Blocking | Abt-Buy | SC-Block | https://arxiv.org/abs/2303.03132v2 | Candidate Set Size | 5000 |
Data Integration > Entity Resolution > Blocking | Abt-Buy | BM25 | https://arxiv.org/abs/2303.03132v2 | Recall | 94.7 |
Data Integration > Entity Resolution > Blocking | Abt-Buy | BM25 | https://arxiv.org/abs/2303.03132v2 | Candidate Set Size | 8000 |
Data Integration > Entity Resolution > Blocking | Abt-Buy | Sparkly k=10 | https://dl.acm.org/doi/abs/10.14778/3583140.3583163 | Recall | 98.1 |
Data Integration > Entity Resolution > Blocking | Abt-Buy | Sparkly k=10 | https://dl.acm.org/doi/abs/10.14778/3583140.3583163 | Candidate Set Size | 10900 |
Data Integration > Entity Resolution > Blocking | Abt-Buy | Auto | https://dl.acm.org/doi/abs/10.14778/3476249.3476294 | Recall | 87.2 |
Data Integration > Entity Resolution > Blocking | Abt-Buy | Auto | https://dl.acm.org/doi/abs/10.14778/3476249.3476294 | Candidate Set Size | 21600 |
Data Integration > Entity Resolution > Blocking | Abt-Buy | Sparkly k=50 | https://dl.acm.org/doi/abs/10.14778/3583140.3583163 | Recall | 99.2 |
Data Integration > Entity Resolution > Blocking | Abt-Buy | Sparkly k=50 | https://dl.acm.org/doi/abs/10.14778/3583140.3583163 | Candidate Set Size | 54500 |
Data Integration > Entity Resolution > Blocking | Amazon-Google | SC-Block | https://arxiv.org/abs/2303.03132v2 | Recall | 99.6 |
Data Integration > Entity Resolution > Blocking | Amazon-Google | SC-Block | https://arxiv.org/abs/2303.03132v2 | Candidate Set Size | 11000 |
Data Integration > Entity Resolution > Blocking | Amazon-Google | Sparkly k=10 | https://dl.acm.org/doi/abs/10.14778/3583140.3583163 | Recall | 96.8 |
Data Integration > Entity Resolution > Blocking | Amazon-Google | Sparkly k=10 | https://dl.acm.org/doi/abs/10.14778/3583140.3583163 | Candidate Set Size | 33300 |
Data Integration > Entity Resolution > Blocking | Amazon-Google | BM25 | https://arxiv.org/abs/2303.03132v2 | Recall | 98.7 |
Data Integration > Entity Resolution > Blocking | Amazon-Google | BM25 | https://arxiv.org/abs/2303.03132v2 | Candidate Set Size | 40000 |
Data Integration > Entity Resolution > Blocking | Amazon-Google | Sudowoodo | https://arxiv.org/abs/2207.04122v2 | Recall | 97.3 |
Data Integration > Entity Resolution > Blocking | Amazon-Google | Sudowoodo | https://arxiv.org/abs/2207.04122v2 | Candidate Set Size | 48390 |
Data Integration > Entity Resolution > Blocking | Amazon-Google | Auto | https://dl.acm.org/doi/abs/10.14778/3476249.3476294 | Recall | 97.1 |
Data Integration > Entity Resolution > Blocking | Amazon-Google | Auto | https://dl.acm.org/doi/abs/10.14778/3476249.3476294 | Candidate Set Size | 68200 |
Data Integration > Entity Resolution > Blocking | Amazon-Google | Sparkly k=50 | https://dl.acm.org/doi/abs/10.14778/3583140.3583163 | Recall | 99.2 |
Data Integration > Entity Resolution > Blocking | Amazon-Google | Sparkly k=50 | https://dl.acm.org/doi/abs/10.14778/3583140.3583163 | Candidate Set Size | 165900 |
Data Integration > Entity Resolution > Blocking | WDC Block - medium | SC-Block | https://arxiv.org/abs/2303.03132v2 | Recall | 91.9 |
Data Integration > Entity Resolution > Blocking | WDC Block - medium | SC-Block | https://arxiv.org/abs/2303.03132v2 | Candidate Set Size | 100000 |
Data Integration > Entity Resolution > Blocking | WDC Block - medium | BM25 | https://arxiv.org/abs/2303.03132v2 | Recall | 97.8 |
Data Integration > Entity Resolution > Blocking | WDC Block - medium | BM25 | https://arxiv.org/abs/2303.03132v2 | Candidate Set Size | 500000 |
Data Integration > Entity Resolution > Blocking | WDC Block - large | SC-Block | https://arxiv.org/abs/2303.03132v2 | Recall | 89.5 |
Data Integration > Entity Resolution > Blocking | WDC Block - large | SC-Block | https://arxiv.org/abs/2303.03132v2 | Candidate Set Size | 5000000 |
Data Integration > Entity Resolution > Blocking | WDC Block - large | BM25 | https://arxiv.org/abs/2303.03132v2 | Recall | 95.5 |
Data Integration > Entity Resolution > Blocking | WDC Block - large | BM25 | https://arxiv.org/abs/2303.03132v2 | Candidate Set Size | 20000000 |
Data Integration > Entity Resolution > Blocking | WDC Block - small | BM25 | https://arxiv.org/abs/2303.03132v2 | Recall | 96.9% |
Data Integration > Entity Resolution > Blocking | WDC Block - small | BM25 | https://arxiv.org/abs/2303.03132v2 | Candidate Set Size | 250000 |
Data Integration > Entity Resolution > Blocking | WDC Block - small | SC-Block | https://arxiv.org/abs/2303.03132v2 | Recall | 93.5% |
Data Integration > Entity Resolution > Blocking | WDC Block - small | SC-Block | https://arxiv.org/abs/2303.03132v2 | Candidate Set Size | 70000 |
Data Integration > Table annotation > Column Type Annotation | VizNet-Sato-Full | Watchog | https://dl.acm.org/doi/10.1145/3626766 | Macro-F1 | 85.63 |
Data Integration > Table annotation > Column Type Annotation | VizNet-Sato-Full | DODUO | https://arxiv.org/abs/2104.01785v2 | Macro-F1 | 84.6 |
Data Integration > Table annotation > Column Type Annotation | VizNet-Sato-Full | Sato | https://arxiv.org/abs/1911.06311v3 | Macro-F1 | 75.6 |
Data Integration > Table annotation > Column Type Annotation | VizNet-Sato-Full | Sato | https://arxiv.org/abs/1911.06311v3 | Weighted-F1 | 90.2 |
Data Integration > Table annotation > Column Type Annotation | VizNet-Sato-Full | TaBERT | https://arxiv.org/abs/2105.02584v1 | Weighted-F1 | 97.2 |
Data Integration > Table annotation > Column Type Annotation | WDC SOTAB | DODUO | https://ceur-ws.org/Vol-3320/paper1.pdf | Micro F1 | 84.82 |
Data Integration > Table annotation > Column Type Annotation | WDC SOTAB | TURL | https://ceur-ws.org/Vol-3320/paper1.pdf | Micro F1 | 78.96 |
Data Integration > Table annotation > Column Type Annotation | WDC SOTAB | ArcheType | https://arxiv.org/abs/2310.18208v3 | Weighted F1 | 85.97 |
Data Integration > Table annotation > Column Type Annotation | GitTables-SemTab-DBP | KGCODE-Tab | https://ceur-ws.org/Vol-3320/paper5.pdf | F1 (%) | 58.7 |
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