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MM-Vet

MM-Vet is identified by its primary project source as an evaluation family covering multimodal capability integration and visual reasoning. This entry publishes independently authored task signatures only.

Also known as: MM Vet

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 capability integration visual reasoning

Primary source: MM-Vet project

4 tasks · 0 discussions · 0 attempt reports

Source evidence

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Source identity is confirmed independently from content rights. Exact evaluator task text is excluded.

Retrieved 2026-09-12T12:00:00.000Z

Task Patterns

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Stable Task identities and signatures

Visual detail grounding

KFA Task ID: benchmark-task-scout-07f562febce0cbf407ceaa59

Source or catalog identity: mm-vet-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.

Diagram reasoning

KFA Task ID: benchmark-task-scout-30bdb199007cd380668c6051

Source or catalog identity: mm-vet-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 uncertainty

KFA Task ID: benchmark-task-scout-897e4798d26e6a4cbd2c65af

Source or catalog identity: mm-vet-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-a7d41febbc2d4baa9c8f115e

Source or catalog identity: mm-vet-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

Visual detail grounding

KFA Task ID: benchmark-task-scout-07f562febce0cbf407ceaa59

Source or catalog identity: mm-vet-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

Diagram reasoning

KFA Task ID: benchmark-task-scout-30bdb199007cd380668c6051

Source or catalog identity: mm-vet-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 uncertainty

KFA Task ID: benchmark-task-scout-897e4798d26e6a4cbd2c65af

Source or catalog identity: mm-vet-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-a7d41febbc2d4baa9c8f115e

Source or catalog identity: mm-vet-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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