Implementation:Open compass VLMEvalKit ReasonMap Plus

Field	Value
source	VLMEvalKit
domain	Vision, Benchmarking, Reasoning, Mind Maps

Overview

Benchmark dataset implementation for ReasonMap-Plus evaluation in VLMEvalKit.

Description

ReasonMap_Plus inherits from ImageBaseDataset and implements the ReasonMap-Plus benchmark for evaluating reasoning with mind maps and visual diagrams. The TYPE field is set to 'VQA'.

Usage

Registered in vlmeval/dataset/__init__.py and invoked through build_dataset() by benchmark name.

Code Reference

Source: vlmeval/dataset/reasonmap_plus.py, Lines: L1-256
Import: from vlmeval.dataset.reasonmap_plus import ReasonMap_Plus

Signature:

class ReasonMap_Plus(ImageBaseDataset):
    TYPE = 'VQA'
    DATASET_URL = {...}
    DATASET_MD5 = {...}
    ...

I/O Contract

Direction	Description
Inputs	TSV dataset file with image/video paths and questions
Outputs	Evaluation results DataFrame with scores per category

Usage Examples

from vlmeval.dataset import build_dataset
dataset = build_dataset('ReasonMap-Plus')

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Principle

Implementation

Heuristic

Environment