Signal Control on NYC Queens (in-domain)
166.13Throughputo4-mini
Evaluation results
| Method | Links | ||
|---|---|---|---|
| o4-miniFramework=TrafficClaw2026.04 | 166.13 | 102.93 | |
| MiniMax-M2.5Framework=TrafficClaw2026.04 | 160.02 | 109.49 | |
| TrafficClaw (8B)Model size=8B2026.04 | 159.69 | 112.15 | |
| SUMO-MCP2026.04 | 159.65 | 102.56 | |
| TrafficGPT2026.04 | 158.5 | 101.73 | |
| AIDE2026.04 | 154.38 | 109.13 | |
| Classic Method2026.04 | 152.52 | 113.2 | |
| DeepSeek-V3.2Framework=TrafficClaw2026.04 | 152.35 | 116.2 | |
| Kimi-K2.5Framework=TrafficClaw2026.04 | 152.33 | 113.46 | |
| Qwen3-235BFramework=TrafficClaw2026.04 | 150.73 | 117.23 | |
| Qwen3-32BFramework=TrafficClaw2026.04 | 149.19 | 126.93 | |
| Gemini-3.1-ProFramework=TrafficClaw2026.04 | 148.6 | 122.21 | |
| Qwen3-8BFramework=TrafficClaw2026.04 | 138.67 | 136.89 |