Relational Triplet Extraction on Wiki-NRE
68Partial F1KRPO
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| KRPOLLM=Deepseek-V32026.01 | 68 | 67.8 | 68.3 | 67.3 | 67.7 | 67.4 | 67.3 | 67.7 | 67.4 | |
| KRPOLLM Backbone=Deepseek-V32026.01 | 68 | — | — | — | — | 67.4 | — | — | 67.4 | |
| KRPOLLM=GPT-52026.01 | 67.1 | 66.7 | 67.4 | 65.4 | 65.9 | 65.5 | 65.5 | 66.1 | 65.8 | |
| KRPOLLM Backbone=GPT-52026.01 | 67.1 | — | — | — | — | 65.5 | — | — | 65.8 | |
| EDCLLM=GPT-52026.01 | 65.9 | 65.8 | 66.3 | 65 | 65.5 | 65.2 | 65.2 | 65.6 | 65.4 | |
| EDCLLM Backbone=GPT-52026.01 | 65.9 | — | — | — | — | 65.2 | — | — | 65.4 | |
| EDCLLM=Deepseek-V32026.01 | 65.5 | 65.3 | 65.8 | 64.4 | 64.9 | 64.6 | 64.7 | 65.1 | 64.9 | |
| EDCLLM Backbone=Deepseek-V32026.01 | 65.5 | — | — | — | — | 64.6 | — | — | 64.9 | |
| KRPOLLM=GPT-4o-mini2026.01 | 64.2 | 64 | 64.4 | 61.7 | 62 | 61.8 | 62.1 | 62.4 | 62.1 | |
| KRPOLLM Backbone=GPT-4o-mini2026.01 | 64.2 | — | — | — | — | 61.8 | — | — | 62.1 | |
| EDCLLM=GPT-4o-mini2026.01 | 61.8 | 61.5 | 62.4 | 60.4 | 61 | 60.6 | 60.5 | 61.2 | 60.8 | |
| EDCLLM Backbone=GPT-4o-mini2026.01 | 61.8 | — | — | — | — | 60.6 | — | — | 60.8 | |
| KRPOLLM=Qwen3-32B2026.01 | 60.3 | 60 | 60.6 | 59 | 59.5 | 59.2 | 59.1 | 59.5 | 59.3 | |
| KRPOLLM Backbone=Qwen3-32B2026.01 | 60.3 | — | — | — | — | 59.2 | — | — | 59.3 | |
| EDCLLM=Qwen3-32B2026.01 | 59.4 | 59 | 60 | 58 | 58.8 | 58.3 | 58.3 | 59 | 58.6 | |
| KRPOLLM=Mistral-7B2026.01 | 59.4 | 59.2 | 59.7 | 58.2 | 58.7 | 58.4 | 58.6 | 59 | 58.7 | |
| EDCLLM Backbone=Qwen3-32B2026.01 | 59.4 | — | — | — | — | 58.3 | — | — | 58.6 | |
| KRPOLLM Backbone=Mistral-7B2026.01 | 59.4 | — | — | — | — | 58.4 | — | — | 58.7 | |
| EDCLLM=Mistral-7B2026.01 | 55 | 54.6 | 55.7 | 53.5 | 54.4 | 53.9 | 53.8 | 54.6 | 54.1 | |
| EDCLLM Backbone=Mistral-7B2026.01 | 55 | — | — | — | — | 53.9 | — | — | 54.1 | |
| GenIE2026.01 | 48.4 | 48.2 | 48.6 | 46.2 | 46.4 | 46.3 | 47.7 | 47.9 | 47.8 | |
| GenIE2026.01 | 48.4 | — | — | — | — | 46.3 | — | — | 47.8 |