Polygon Editing on Urban geometric editing Level-3
8.1L3-ACECEAE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CEAEEditing Paradigm=Agentic (CEAE), Backbone=LLaMA-3-8B-Instruct2026.02 | 8.1 | 97.9 | |
| GPT-5-MiniEditing Paradigm=Single-pass, Backbone=GPT-5-Mini2026.02 | 9.7 | 95.1 | |
| GPT-5-NanoEditing Paradigm=Single-pass, Backbone=GPT-5-Nano2026.02 | 10.8 | 90.2 | |
| Qwen3-8BEditing Paradigm=Single-pass, Backbone=Qwen3-8B2026.02 | 12.5 | 65.9 | |
| Llama-3.1-8B-InstructEditing Paradigm=Single-pass, Backbone=Llama-3.1-8B-Instruct2026.02 | 12.6 | 92.4 | |
| DeepSeek-R1-Distill-Qwen-14BEditing Paradigm=Single-pass, Backbone=DeepSeek-R1-Distill-Qwen-14B2026.02 | 13.5 | 85.9 | |
| Qwen2.5-7B-InstructEditing Paradigm=Single-pass, Backbone=Qwen2.5-7B-Instruct2026.02 | 14.3 | 97.1 | |
| LLaMA-3-8B-InstructEditing Paradigm=Single-pass, Backbone=LLaMA-3-8B-Instruct2026.02 | 14.5 | 70.6 | |
| DeepSeek-R1-Distill-Llama-8BEditing Paradigm=Single-pass, Backbone=DeepSeek-R1-Distill-Llama-8B2026.02 | 15.9 | 92.6 | |
| Qwen2.5-3B-InstructEditing Paradigm=Single-pass, Backbone=Qwen2.5-3B-Instruct2026.02 | 19 | 78.7 | |
| DeepSeek-R1-Distill-Qwen-7BEditing Paradigm=Single-pass, Backbone=DeepSeek-R1-Distill-Qwen-7B2026.02 | 24.1 | 84.4 | |
| DeepSeek-R1-Distill-Qwen-1.5BEditing Paradigm=Single-pass, Backbone=DeepSeek-R1-Distill-Qwen-1.5B2026.02 | 39.1 | 71.3 |