Implementation:Open compass VLMEvalKit Dynamath

Field	Value
source	VLMEvalKit
domain	Vision, Benchmarking, Dynamic Mathematics

Overview

Benchmark dataset implementation for DynaMath evaluation in VLMEvalKit.

Description

Dynamath inherits from ImageBaseDataset and implements the DynaMath benchmark for dynamic mathematical reasoning evaluation. The TYPE field is set to 'VQA'. It supports standard and no-prompt variants with JSON-formatted answer instructions.

Usage

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

Code Reference

Source: vlmeval/dataset/dynamath.py, Lines: L1-245
Import: from vlmeval.dataset.dynamath import Dynamath

Signature:

class Dynamath(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('DynaMath')

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Principle

Implementation

Heuristic

Environment