Multimodal Search-based Question Answering on MMSearch+
28.5AccuracyVision-DeepResearch-30B-A3B
Evaluation results
| Method | Links | |
|---|---|---|
| Vision-DeepResearch-30B-A3BWorkflow=Agent Workflow2026.01 | 28.5 | |
| Claude-4-SonnetWorkflow=Agent Workflow2026.01 | 23.1 | |
| Gemini-2.5 ProWorkflow=Agent Workflow2026.01 | 22.2 | |
| Vision-DeepResearch-8BWorkflow=Agent Workflow2026.01 | 20.4 | |
| Gemini-2.5 FlashWorkflow=Agent Workflow2026.01 | 19.9 | |
| GPT-5Workflow=Direct Answer2026.01 | 19.1 | |
| GPT-5Workflow=Agent Workflow2026.01 | 17.2 | |
| Claude-3.7-SonnetWorkflow=Agent Workflow2026.01 | 17.2 | |
| Gemini-2.5 ProWorkflow=Direct Answer2026.01 | 14.5 | |
| Qwen3-VL-30B-A3B-ThinkingWorkflow=Agent Workflow2026.01 | 13.6 | |
| Qwen3-VL-8B-ThinkingWorkflow=Agent Workflow2026.01 | 12.2 | |
| Qwen3-VL-8B-InstructWorkflow=Agent Workflow2026.01 | 11.3 | |
| Qwen3-VL-30B-A3B-InstructWorkflow=Agent Workflow2026.01 | 10 | |
| Gemini-2.5 FlashWorkflow=Direct Answer2026.01 | 8.1 | |
| Qwen3-VL-30B-A3B-ThinkingWorkflow=Direct Answer2026.01 | 4.5 | |
| Claude-4-SonnetWorkflow=Direct Answer2026.01 | 4 | |
| Claude-3.7-SonnetWorkflow=Direct Answer2026.01 | 4 | |
| Qwen3-VL-8B-InstructWorkflow=Direct Answer2026.01 | 3.2 | |
| Qwen3-VL-30B-A3B-InstructWorkflow=Direct Answer2026.01 | 3.2 | |
| Qwen3-VL-8B-ThinkingWorkflow=Direct Answer2026.01 | 2.7 |