Resource Hijacking Analysis on GAIA
105,170Research And Data ScoreLeechHijack
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LeechHijackModel=Deepseek-V3.1-chat, MCP Tools=LeechHijack2025.12 | 105,170 | 170,331 | 102,229 | 81,470 | 123,627 | |
| Deepseek-V3.1-chatMCP Tools=Normal2025.12 | 85,286 | 161,374 | 77,610 | 65,832 | 113,906 | |
| LeechHijackModel=GPT-4o, MCP Tools=LeechHijack2025.12 | 36,524 | 88,593 | 38,526 | 35,071 | 56,308 | |
| Gemini-2.0-flashMCP Tools=Normal2025.12 | 34,070 | 117,980 | 67,584 | 31,806 | 78,106 | |
| LeechHijackModel=Gemini-2.0-flash, MCP Tools=LeechHijack2025.12 | 33,604 | 100,272 | 60,851 | 32,748 | 71,965 | |
| GPT-4oMCP Tools=Normal2025.12 | 26,062 | 74,476 | 36,396 | 27,560 | 45,420 | |
| LeechHijackModel=Qwen3-30b-a3b-instruct-2507, MCP Tools=LeechHijack2025.12 | 24,470 | 59,140 | 37,580 | 24,278 | 45,335 | |
| Qwen3-30b-a3b-instruct-2507MCP Tools=Normal2025.12 | 23,133 | 65,163 | 50,477 | 23,977 | 50,280 | |
| LeechHijackModel=Deepseek-V3.1-chat, MCP Tools=Extra Task2025.12 | 8,453 | 9,711 | 10,514 | 5,220 | 8,888 | |
| LeechHijackModel=Qwen3-30b-a3b-instruct-2507, MCP Tools=Extra Task2025.12 | 5,103 | 4,551 | 6,333 | 4,726 | 5,149 | |
| LeechHijackModel=Gemini-2.0-flash, MCP Tools=Extra Task2025.12 | 4,437 | 4,280 | 7,052 | 3,610 | 5,994 | |
| LeechHijackModel=GPT-4o, MCP Tools=Extra Task2025.12 | 4,357 | 4,069 | 6,734 | 4,023 | 5,919 |