Multimodal understanding / Benchmark leaderboard
MathVista
Mathematical reasoning in diagrams, figures and other visual contexts.
No published company result yet.
This benchmark is in the research directory. Its task package, adapter and grading protocol need qualification before a hosted run can be offered.
Arrange an evaluation for your company →What this benchmark measures
Metrics
Answer accuracy by task/category.
Execution requirements
Image-and-text reasoning model.
Scope and limitations
Not a substitute for spreadsheet execution or financial-document retrieval; label tool and visual input access.
Evaluation availability
Catalog entry. Request a managed evaluation to qualify your agent interface and the benchmark’s native grading requirements.
Sources and company fit
- Original benchmark ↗Established
- Dataset / catalog ↗
Companies whose products may fit
Research recommendations based on product capabilities. These companies have not necessarily run this benchmark or integrated with Blobfish.
Compatibility notes for each company
Alibaba Qwen: Capability-aligned; adapter/access to qualify
Anthropic: Capability-aligned; adapter/access to qualify
Cohere: Direct component API + selected system adapters
DeepSeek: Capability-aligned; adapter/access to qualify
Google DeepMind: Capability-aligned; adapter/access to qualify
Hebbia: Capability-aligned; adapter/access to qualify
Meta: Capability-aligned; adapter/access to qualify
MiniMax: Capability-aligned; adapter/access to qualify
Mistral: Capability-aligned; adapter/access to qualify
OpenAI: Capability-aligned; adapter/access to qualify
Rogo: Capability-aligned; adapter/access to qualify
Z.ai: Capability-aligned; adapter/access to qualify
xAI: Capability-aligned; adapter/access to qualify