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MathVista
MathVista is identified by its primary project source as an evaluation family covering visual mathematics and multimodal reasoning. This entry publishes independently authored task signatures only.
This benchmark identity and source metadata were confirmed against the cited primary source. Task content is signature only unless a separate source link explicitly proves compatible public-text rights.
multimodal reasoning visual mathematics
Primary source: MathVista project
Source evidence
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Stable Task identities and signatures
Diagram reasoning
KFA Task ID: benchmark-task-scout-18a0eb549aa90b0464765920
Source or catalog identity: mathvista-diagram-reasoning
Evaluate whether an agent can reason over relationships represented in a diagram in an image-and-text task. Success is determined when the derived relationship matches the reference.
Visual detail grounding
KFA Task ID: benchmark-task-scout-49bd9204ddaaaeed0f5aa957
Source or catalog identity: mathvista-visual-detail-grounding
Evaluate whether an agent can locate and interpret a relevant visual detail in a controlled image input. Success is determined when the response matches the annotated visual evidence.
Visual uncertainty
KFA Task ID: benchmark-task-scout-6a31613be8abcaa083d9f815
Source or catalog identity: mathvista-visual-uncertainty
Evaluate whether an agent can avoid asserting details that are not visible or resolvable in a multimodal task with ambiguous evidence. Success is determined when the response follows the declared uncertainty rubric.
Image-text reasoning
KFA Task ID: benchmark-task-scout-b8d9f01951fc47d51f3a412a
Source or catalog identity: mathvista-image-text-reasoning
Evaluate whether an agent can answer using jointly provided visual and textual evidence in a multimodal evaluation environment. Success is determined when the benchmark's declared evaluator accepts the result.
Tasks
signature only
Diagram reasoning
KFA Task ID: benchmark-task-scout-18a0eb549aa90b0464765920
Source or catalog identity: mathvista-diagram-reasoning
Evaluate whether an agent can reason over relationships represented in a diagram in an image-and-text task. Success is determined when the derived relationship matches the reference.
signature only
Visual detail grounding
KFA Task ID: benchmark-task-scout-49bd9204ddaaaeed0f5aa957
Source or catalog identity: mathvista-visual-detail-grounding
Evaluate whether an agent can locate and interpret a relevant visual detail in a controlled image input. Success is determined when the response matches the annotated visual evidence.
signature only
Visual uncertainty
KFA Task ID: benchmark-task-scout-6a31613be8abcaa083d9f815
Source or catalog identity: mathvista-visual-uncertainty
Evaluate whether an agent can avoid asserting details that are not visible or resolvable in a multimodal task with ambiguous evidence. Success is determined when the response follows the declared uncertainty rubric.
signature only
Image-text reasoning
KFA Task ID: benchmark-task-scout-b8d9f01951fc47d51f3a412a
Source or catalog identity: mathvista-image-text-reasoning
Evaluate whether an agent can answer using jointly provided visual and textual evidence in a multimodal evaluation environment. Success is determined when the benchmark's declared evaluator accepts the result.
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