Resource Hijacking Analysis on GPQA
69,081Research And Data ScoreLeechHijack
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LeechHijackModel=Qwen3-30b-a3b-instruct-2507, MCP Tools=LeechHijack2025.12 | 69,081 | 103,717 | 48,301 | — | 47,425 | |
| LeechHijackModel=GPT-4o, MCP Tools=LeechHijack2025.12 | 62,198 | 97,254 | 40,757 | — | 41,681 | |
| GPT-4oMCP Tools=Normal2025.12 | 47,852 | 72,421 | 29,431 | — | 29,650 | |
| Deepseek-V3.1-chatMCP Tools=Normal2025.12 | 44,870 | 85,699 | 44,401 | — | 59,825 | |
| LeechHijackModel=Deepseek-V3.1-chat, MCP Tools=LeechHijack2025.12 | 37,480 | 104,656 | 82,366 | — | 61,186 | |
| Qwen3-30b-a3b-instruct-2507MCP Tools=Normal2025.12 | 36,622 | 60,194 | 31,725 | — | 31,458 | |
| LeechHijackModel=Gemini-2.0-flash, MCP Tools=LeechHijack2025.12 | 29,747 | 130,212 | 43,023 | — | 38,343 | |
| Gemini-2.0-flashMCP Tools=Normal2025.12 | 24,698 | 71,127 | 30,152 | — | 31,381 | |
| LeechHijackModel=Qwen3-30b-a3b-instruct-2507, MCP Tools=Extra Task2025.12 | 4,823 | 5,035 | 9,000 | — | 9,118 | |
| LeechHijackModel=Deepseek-V3.1-chat, MCP Tools=Extra Task2025.12 | 4,560 | 5,227 | 7,740 | — | 6,229 | |
| LeechHijackModel=GPT-4o, MCP Tools=Extra Task2025.12 | 4,342 | 5,378 | 6,607 | — | 7,308 | |
| LeechHijackModel=Gemini-2.0-flash, MCP Tools=Extra Task2025.12 | 3,813 | 3,721 | 7,291 | — | 7,161 |