Taxi Dispatching on NYC Queens (in-domain)
3,781.19IncomeTrafficClaw (8B)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TrafficClaw (8B)Model size=8B2026.04 | 3,781.19 | 486 | |
| DeepSeek-V3.2Framework=TrafficClaw2026.04 | 3,571.62 | 315 | |
| AIDE2026.04 | 3,571.23 | 369 | |
| TrafficGPT2026.04 | 3,451.62 | 371 | |
| o4-miniFramework=TrafficClaw2026.04 | 3,411.14 | 318 | |
| Qwen3-8BFramework=TrafficClaw2026.04 | 3,139.57 | 315 | |
| SUMO-MCP2026.04 | 2,948.33 | 314 | |
| Classic Method2026.04 | 1,925.61 | 300 | |
| Kimi-K2.5Framework=TrafficClaw2026.04 | 1,921.63 | 329 | |
| Qwen3-235BFramework=TrafficClaw2026.04 | 1,848.09 | 244 | |
| MiniMax-M2.5Framework=TrafficClaw2026.04 | 1,652.83 | 260 | |
| Qwen3-32BFramework=TrafficClaw2026.04 | 1,645 | 248 | |
| Gemini-3.1-ProFramework=TrafficClaw2026.04 | 1,524.42 | 225 |