Dataset · Hugging Face

Eventual-Inc/VLADBench-reeval

Name: VLADBench-reeval
Creator: Eventual-Inc
License: other
Keywords: task_categories:visual-question-answering, language:en, license:other, size_categories:100K<n<1M, format:parquet, modality:tabular, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant, arxiv:2503.21505, region:us, autonomous-driving, benchmark

VLADBench-reeval We re-evaluated the VLADBench benchmark (Li et al., 2025, arXiv:2503.21505) against current SOTA VLMs under the original scoring criteria and prompts. See Eventual-Inc/VLADBench for the code, the companion site for interactive results, and the article for a summary of the findings. Cost vs Score Up and to the left is better. The dashed line is the cost-performance frontier which is defined by measuring the best TOTAL score available against its… See the full description on the dataset page: https://huggingface.co/datasets/Eventual-Inc/VLADBench-reeval.

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Author / organization	Eventual-Inc
License (as declared)	other
Downloads	384 (as reported by Hugging Face)
Likes	2
Created	16 September 2026
Last updated at source	24 September 2026

autonomous-drivingbenchmarkvision-language

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