Dataset · Hugging Face

MLLM-CL/VTCBench

Name: VTCBench
Creator: MLLM-CL
License: cc-by-nc-4.0
Keywords: task_categories:visual-question-answering, language:en, license:cc-by-nc-4.0, size_categories:1K<n<10K, format:parquet, modality:image, modality:text, library:datasets, library:dask, library:polars, library:mlcroissant, arxiv:2512.15649, region:us

Dataset Card for VTCBench Vision-Text Compression Benchmark (VTCBench) revisits Needle-In-A-Haystack (NIAH) from a VLM's perspective by converting long context into rendered images. This benchmark tests VLM's ability to OCR, retrieve, aggregate, infer, and memorize long context as images. Specifically, this benchmark includes 3 tasks: Retrieval: Vision-NIAH VQA task for information retrieval and aggregation.… See the full description on the dataset page: https://huggingface.co/datasets/MLLM-CL/VTCBench.

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Author / organization	MLLM-CL
License (as declared)	cc-by-nc-4.0
Downloads	141 (as reported by Hugging Face)
Likes	4
Created	28 November 2025
Last updated at source	25 August 2026

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