Edge Classification on FB15K237 (test)
91.96AccuracyUniGraphLM
Evaluation results
| Method | Links | |
|---|---|---|
| UniGraphLMLearning Setting=multi-domain multi-task, Fine-tuning=None (joint instruction tuning only)2026.05 | 91.96 | |
| TEA-GLMLearning Setting=multi-domain multi-task, Fine-tuning=None (joint instruction tuning only)2026.05 | 91.85 | |
| Vicuna-7BLearning Setting=multi-domain multi-task, Fine-tuning=None (joint instruction tuning only)2026.05 | 56.01 | |
| UniGraphLMSetting=Cross-task, Zero-shot transfer=true, Trained on=Arxiv2026.05 | 55.27 | |
| GOFALearning Setting=multi-domain multi-task, Fine-tuning=None (joint instruction tuning only)2026.05 | 54.41 | |
| LLaMA-2-7BLearning Setting=multi-domain multi-task, Fine-tuning=None (joint instruction tuning only)2026.05 | 20.6 | |
| GOFASetting=Cross-task, Zero-shot transfer=true, Trained on=Arxiv2026.05 | 16.93 | |
| TEA-GLMSetting=Cross-task, Zero-shot transfer=true, Trained on=Arxiv2026.05 | 11.72 |