A harder MMSearch variant for multimodal retrieval and grounded tool-use workflows.
BenchLM mirrors the published score view for MMSearch-Plus. Qwen3.7 Plus leads the public snapshot at 41.4%. BenchLM does not use these results to rank models overall.
Year
2026
Tasks
Hard multimodal search tasks
Format
Advanced mixed-media retrieval benchmark
Difficulty
Advanced multimodal search
BenchLM tracks MMSearch-Plus as a display-only extension of multimodal search capability.
Version
MMSearch-Plus 2026
Refresh cadence
Quarterly
Staleness state
Current
Question availability
Public benchmark set
BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.
A harder MMSearch variant for multimodal retrieval and grounded tool-use workflows.
Qwen3.7 Plus by Alibaba currently leads with a score of 41.4% on MMSearch-Plus.
1 AI models have been evaluated on MMSearch-Plus on BenchLM.
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