Predicate Restoration on GQA
98.92Query AccuracyKDASP
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| KDASPLLM Backbone=Gemini-32026.06 | 98.92 | 100 | 100 | 100 | 99.83 | 100 | 100 | 100 | 100 | 100 | 100 | |
| KDASPLLM Backbone=Mistral2026.06 | 98.86 | 99.38 | 100 | 100 | 98.44 | 94.7 | 99.53 | 98.98 | 99.11 | 100 | 100 | |
| KDASPLLM Backbone=DeepSeek2026.06 | 98.01 | 99.98 | 100 | 98.62 | 99.79 | 100 | 99.77 | 100 | 98.76 | 100 | 100 | |
| KDASPLLM Backbone=GPT-4o2026.06 | 97.44 | 100 | 100 | 97.24 | 99.83 | 98.94 | 100 | 99.42 | 98.13 | 100 | 100 | |
| KDASPLLM Backbone=LLaMA32026.06 | 86.62 | 89.58 | 94.27 | 100 | 99.74 | 96.44 | 32.2 | 99.04 | 76.74 | 99.55 | 98.76 |