Topological Classification on SpatialEval US Boundaries
97.3PG-PG Topological AccuracySRL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SRL2026.06 | 97.3 | — | |
| SLM2026.06 | 87.2 | 100 | |
| Llama-3.3-70B2026.06 | 68.8 | 100 | |
| DeepSeek-R1-32B2026.06 | 67.2 | 100 | |
| SpatialRGPT2026.06 | 55.5 | 100 | |
| Qwen3-8BFine-tuning=true2026.06 | 53.1 | 100 | |
| ChatGPT 5.1In-Context Learning=true2026.06 | 51.6 | 100 | |
| Qwen3-8B2026.06 | 50 | 100 | |
| ChatGPT 5.12026.06 | 49.2 | 100 | |
| gemini-2.5-flashEntity Naming=true2026.06 | 39.1 | 93 | |
| GPT 5.1Entity Naming=true2026.06 | 39.1 | 89.9 | |
| gemini-2.5-flash2026.06 | 33.6 | 100 |