Entity Matching on Amazon-Google (A-G)
80.07F1 ScoreDitto
Evaluation results
| Method | Links | |
|---|---|---|
| DittoMode=Fine-tuned2023.10 | 80.07 | |
| RoBERTaMode=Fine-tuned2023.10 | 79.27 | |
| GPT-4Prompting=Zero-shot2023.10 | 76.38 | |
| Llama3.1Prompting=Zero-shot2023.10 | 73.99 | |
| GPT-4oPrompting=Zero-shot2023.10 | 73.56 | |
| GPT-miniPrompting=Zero-shot2023.10 | 72.18 | |
| Llama2Prompting=Zero-shot2023.10 | 57.93 | |
| MixtralPrompting=Zero-shot2023.10 | 40.98 | |
| Ditto unseenMode=Unseen, Source Training Dataset=Amazon-Google (A-G), Target Test Dataset=WDC Products2023.10 | 33.12 | |
| RoBERTa unseenMode=Unseen, Source Training Dataset=Amazon-Google (A-G), Target Test Dataset=WDC Products2023.10 | 31 |