Signal Control on NYC Manhattan (in-domain)
127.04ThroughputMiniMax-M2.5
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MiniMax-M2.5Framework=TrafficClaw2026.04 | 127.04 | 128.97 | |
| AIDE2026.04 | 126.46 | 129.86 | |
| SUMO-MCP2026.04 | 126.25 | 125.73 | |
| Kimi-K2.5Framework=TrafficClaw2026.04 | 126.23 | 145.49 | |
| TrafficClaw (8B)Model size=8B2026.04 | 126.04 | 130.82 | |
| o4-miniFramework=TrafficClaw2026.04 | 125 | 133.42 | |
| TrafficGPT2026.04 | 124.77 | 127.15 | |
| Qwen3-8BFramework=TrafficClaw2026.04 | 124.17 | 134.28 | |
| Gemini-3.1-ProFramework=TrafficClaw2026.04 | 123.31 | 143.03 | |
| Qwen3-235BFramework=TrafficClaw2026.04 | 123.13 | 142.91 | |
| Classic Method2026.04 | 122.07 | 133.78 | |
| DeepSeek-V3.2Framework=TrafficClaw2026.04 | 121.98 | 136.36 | |
| Qwen3-32BFramework=TrafficClaw2026.04 | 121.13 | 145.81 |