Nearest Neighbor Query on SpatialEval Los Angeles
95.1PT-PL NN AccuracySRL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SRL2026.06 | 95.1 | 95.9 | — | — | |
| SLM2026.06 | 83.6 | 84.4 | 100 | 100 | |
| gemini-2.5-flash2026.06 | 76.6 | 74.2 | 100 | 100 | |
| ChatGPT 5.1In-Context Learning=true2026.06 | 73.4 | 75.8 | 100 | 100 | |
| ChatGPT 5.12026.06 | 70.3 | 71.1 | 100 | 100 | |
| Llama-3.3-70B2026.06 | 57 | 52.3 | 100 | 100 | |
| GPT 5.1Entity Naming=true2026.06 | 22.7 | 21.9 | 73.4 | 79.7 | |
| gemini-2.5-flashEntity Naming=true2026.06 | 21.9 | 20.3 | 83.6 | 76.6 | |
| SpatialRGPT2026.06 | 21.9 | 21.1 | 100 | 100 | |
| Qwen3-8B2026.06 | 21.88 | 3.91 | 49.2 | 11.7 | |
| Qwen3-8BFine-tuning=true2026.06 | 21.88 | 28.12 | 100 | 100 | |
| DeepSeek-R1-32B2026.06 | 13.3 | 69.5 | 14.1 | 78.1 |