MMSearch
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multimodal Search | MMSearch | Accuracy69.7 | 85 | |
| Multimodal Search-based Question Answering | MMSearch | Accuracy69.6 | 54 | |
| Multimodal Search | MMSearch | Pass@172.3 | 25 | |
| Visual Reasoning | MMSearch-Plus | Success Rate32.61 | 24 | |
| Agentic Search | MMSearch v1.0 (test) | Accuracy70.8 | 21 | |
| Multimodal Search-based Question Answering | MMSearch+ | Accuracy28.5 | 20 | |
| Multimodal Search | MMSearch | Accuracy88.5 | 19 | |
| Multimodal Search | MMSearch | Success Rate73.2 | 19 | |
| Multimodal Tool-Use | MMSearch-Plus | Avg@433.53 | 16 | |
| Multimodal Search | MMSearch-Plus single-image | Success Rate46.7 | 16 | |
| Multimodal Search | MMSearch-Plus (test) | Average@413.1 | 12 | |
| Agentic Search | MMSearch+ | Accuracy25.2 | 10 | |
| Multimodal Search | MMSearch Plus | Score38.1 | 10 |
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