Agentic Search on Xbench DeepSearch 2505
78AccuracyLiteResearcher-4B
Evaluation results
| Method | Links | |
|---|---|---|
| LiteResearcher-4BContext Window=128k, Memory Mechanism=Disabled2026.04 | 78 | |
| OpenAI-GPT-5-highContext Window=128k, Memory Mechanism=Disabled2026.04 | 77.8 | |
| Tongyi DeepResearch 30BContext Window=128k, Memory Mechanism=Disabled2026.04 | 75 | |
| Minimax-M2Context Window=128k, Memory Mechanism=Disabled2026.04 | 72 | |
| DeepSeek-V3.2Context Window=128k, Memory Mechanism=Disabled2026.04 | 71 | |
| DeepSeek-V3.1Context Window=128k, Memory Mechanism=Disabled2026.04 | 71 | |
| GLM-4.6Context Window=128k, Memory Mechanism=Disabled2026.04 | 70 | |
| AgentCPM-Explore-4BContext Window=128k, Memory Mechanism=Disabled2026.04 | 70 | |
| Kimi-ResearcherContext Window=128k, Memory Mechanism=Disabled2026.04 | 69 | |
| Claude-4.5-SonnetContext Window=128k, Memory Mechanism=Disabled2026.04 | 66 | |
| Claude-4-SonnetContext Window=128k, Memory Mechanism=Disabled2026.04 | 64.6 | |
| DeepMiner-32BContext Window=128k, Memory Mechanism=Disabled2026.04 | 62 | |
| Kimi-K2-0905Context Window=128k, Memory Mechanism=Disabled2026.04 | 61 | |
| Mirothinker 8BContext Window=128k, Memory Mechanism=Disabled2026.04 | 60.6 | |
| WebExplorer-8BContext Window=128k, Memory Mechanism=Disabled2026.04 | 53.7 | |
| WebSailor 30BContext Window=128k, Memory Mechanism=Disabled2026.04 | 53.3 | |
| ASearcher QWQ v2Context Window=128k, Memory Mechanism=Disabled2026.04 | 51.1 | |
| WebDancer (QwQ)Context Window=128k, Memory Mechanism=Disabled2026.04 | 38.3 |