Benchmark
MMSearch-Plus Benchmark
What is MMSearch-Plus?
MMSearch-Plus is an extended variant of MMSearch with harder multimodal search and retrieval tasks requiring deeper reasoning over visual and textual search…
- Modality
- multimodal
- Evaluates
- multimodal, search, agents
- Openness
- unknown
- Importer
- LLM Stats
- Reported scores
- 2
Source provenance
- Original evidence https://api.zeroeval.com/leaderboard/benchmarks/mmsearch-plus?top_n=500
MMSearch-Plus results and reported scores
LLM Stats
| Model | Organization | Reported value | Reported | Evidence |
|---|---|---|---|---|
| GLM-5V-Turbo | Z.ai | 0.3 | 2026-04-02 | evidence |
| Qwen3.7-Plus | Qwen | 0.414 | 2026-05-31 | evidence |
Scores are partitioned by the source that reported them and are never merged into a single cross-source ranking, because the sources measure different things and say so.