Point-polyline distance estimation on Spatial Instruction Dataset
30Input Token ConsumptionSLM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SLMbackbone=Qwen3-8B2026.06 | 30 | 30.7 | 1.9 | |
| Symbolic w/Reasoning2026.06 | 1,078.6 | 3,954.1 | 139.6 | |
| Symbolic2026.06 | 1,078.6 | 39.9 | 1.2 | |
| Agentic2026.06 | 1,438 | 997.4 | 22.1 |