Relation Extraction on GIDS
81.98Relation Strict F1InstructUIE
Evaluation Results
| Method | Links | |
|---|---|---|
| InstructUIE2023.04 | 81.98 | |
| InstructUIEParameters=11B2026.04 | 81.98 | |
| KnowCoderModel=7B, Evaluation Setting=supervised2024.03 | 78 | |
| KnowCoderEvaluation Mode=Supervised2024.11 | 78 | |
| KnowCoderParameters=7B2026.04 | 78 | |
| ProUIEParameters=4B2026.04 | 77.96 | |
| InstructUIEEvaluation Setting=supervised2024.03 | 76.9 | |
| InstructUIEEvaluation Mode=Supervised2024.11 | 76.9 | |
| KnowCoder-Xsupervised evaluation=true2024.11 | 76.19 | |
| KnowCoder-XEvaluation Mode=Supervised2024.11 | 76.19 | |
| IEPILEsupervised evaluation=true2024.11 | 74.71 | |
| IEPILEEvaluation Mode=Supervised2024.11 | 74.71 | |
| YAYI-UIEsupervised evaluation=true2024.11 | 72.36 | |
| YAYI-UIEEvaluation Mode=Supervised2024.11 | 72.36 | |
| KnowCoderZero-shot=true, Model Size=7B2024.03 | 25.5 | |
| ChatGPTZero-shot=true2024.03 | 9.9 |