Entity Matching on Abt-Buy A-B
95.78F1 ScoreGPT-4
Evaluation Results
| Method | Links | |
|---|---|---|
| GPT-4Prompting=Zero-shot2023.10 | 95.78 | |
| GPT-4oPrompting=Zero-shot2023.10 | 93.95 | |
| GPT-miniPrompting=Zero-shot2023.10 | 91.93 | |
| DittoMode=Fine-tuned2023.10 | 91.31 | |
| RoBERTaMode=Fine-tuned2023.10 | 91.21 | |
| Llama3.1Prompting=Zero-shot2023.10 | 89.84 | |
| MixtralPrompting=Zero-shot2023.10 | 82.2 | |
| Llama2Prompting=Zero-shot2023.10 | 80.43 | |
| RoBERTa unseenMode=Unseen, Source Training Dataset=Abt-Buy (A-B), Target Test Dataset=WDC Products2023.10 | 55.52 | |
| Ditto unseenMode=Unseen, Source Training Dataset=Abt-Buy (A-B), Target Test Dataset=WDC Products2023.10 | 48.74 |