Web Browsing and Tool Use on BrowseComp+ original (test)
38.72Performance (%)EvoRoute
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| EvoRouteFramework=CK-Pro, Setting=Ours2026.01 | 38.72 | 79.3 | 10.33 | |
| Claude-4Framework=CK-Pro, Setting=Manual2026.01 | 33.5 | 220.5 | 20.15 | |
| EvoRouteFramework=Smolagent, Setting=Ours2026.01 | 32.5 | 25.5 | 9.8 | |
| GPT-4.1Framework=CK-Pro, Setting=Manual2026.01 | 31.44 | 185.01 | 18.69 | |
| MasRouterFramework=CK-Pro, Setting=Routing2026.01 | 28.5 | 128.9 | 17.1 | |
| Claude-4Framework=Smolagent, Setting=Manual2026.01 | 28.2 | 85.6 | 16.5 | |
| GraphRouterFramework=CK-Pro, Setting=Routing2026.01 | 27.9 | 125.8 | 16.9 | |
| PromptLLMFramework=CK-Pro, Setting=Routing2026.01 | 26.87 | 133.22 | 17.27 | |
| GPT-4.1Framework=Smolagent, Setting=Manual2026.01 | 25.5 | 58.2 | 11.2 | |
| MasRouterFramework=Smolagent, Setting=Routing2026.01 | 24.8 | 44.1 | 10.9 | |
| GPT-4oFramework=CK-Pro, Setting=Manual2026.01 | 24.28 | 113.46 | 9.43 | |
| GraphRouterFramework=Smolagent, Setting=Routing2026.01 | 24.2 | 42.5 | 10.5 | |
| PromptLLMFramework=Smolagent, Setting=Routing2026.01 | 23.1 | 45.8 | 10.8 | |
| Qwen3-14bFramework=CK-Pro, Setting=Manual2026.01 | 6.5 | 12.5 | 6.8 | |
| Qwen3-14bFramework=Smolagent, Setting=Manual2026.01 | 5.8 | 1.95 | 4.25 |