Line Editing on Urban geometric editing Level-2
0.319L2-REECEAE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CEAEEditing Paradigm=Agentic (CEAE), Backbone=LLaMA-3-8B-Instruct2026.02 | 0.319 | 0.947 | |
| DeepSeek-R1-Distill-Qwen-1.5BEditing Paradigm=Single-pass, Backbone=DeepSeek-R1-Distill-Qwen-1.5B2026.02 | 0.485 | 0.658 | |
| Llama-3.1-8B-InstructEditing Paradigm=Single-pass, Backbone=Llama-3.1-8B-Instruct2026.02 | 0.492 | 0.941 | |
| GPT-5-MiniEditing Paradigm=Single-pass, Backbone=GPT-5-Mini2026.02 | 0.502 | 0.945 | |
| DeepSeek-R1-Distill-Llama-8BEditing Paradigm=Single-pass, Backbone=DeepSeek-R1-Distill-Llama-8B2026.02 | 0.537 | 0.852 | |
| GPT-5-NanoEditing Paradigm=Single-pass, Backbone=GPT-5-Nano2026.02 | 0.545 | 0.936 | |
| LLaMA-3-8B-InstructEditing Paradigm=Single-pass, Backbone=LLaMA-3-8B-Instruct2026.02 | 0.562 | 0.906 | |
| DeepSeek-R1-Distill-Qwen-14BEditing Paradigm=Single-pass, Backbone=DeepSeek-R1-Distill-Qwen-14B2026.02 | 0.594 | 0.893 | |
| Qwen3-8BEditing Paradigm=Single-pass, Backbone=Qwen3-8B2026.02 | 0.663 | 0.592 | |
| DeepSeek-R1-Distill-Qwen-7BEditing Paradigm=Single-pass, Backbone=DeepSeek-R1-Distill-Qwen-7B2026.02 | 0.763 | 0.925 | |
| Qwen2.5-7B-InstructEditing Paradigm=Single-pass, Backbone=Qwen2.5-7B-Instruct2026.02 | 0.803 | 0.885 | |
| Qwen2.5-3B-InstructEditing Paradigm=Single-pass, Backbone=Qwen2.5-3B-Instruct2026.02 | 0.862 | 0.878 |