Agentic Search on MMSearch+
25.2AccuracyPOINTS-Seeker-8B
Evaluation results
| Method | Links | |
|---|---|---|
| POINTS-Seeker-8BWorkflow=Agentic Search MLLM2026.04 | 25.2 | |
| Claude-4-SonnetWorkflow=Agent Workflow2026.04 | 23.1 | |
| Vision-DeepResearch-8BWorkflow=Agentic Search MLLM2026.04 | 20.4 | |
| Gemini-2.5 FlashWorkflow=Agent Workflow2026.04 | 19.9 | |
| GPT-5Workflow=Direct Answer2026.04 | 19.1 | |
| GPT-5Workflow=Agent Workflow2026.04 | 17.2 | |
| Qwen3-VL-8B-ThinkingWorkflow=Agent Workflow2026.04 | 12.2 | |
| Gemini-2.5 FlashWorkflow=Direct Answer2026.04 | 8.1 | |
| Claude-4-SonnetWorkflow=Direct Answer2026.04 | 4 | |
| Qwen3-VL-8B-InstructWorkflow=Direct Answer2026.04 | 3.2 |