Datasets › GQA-REX

GQA-REX

Introduced by Shi Chen et al. in REX: Reasoning-aware and Grounded Explanation11 Mar 2022 archive 2025-07-28

A GQA-based dataset with 1,040,830 multi-modal explanations of visual reasoning processes.

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Explanatory Visual Question Answering GQA-REX VCIN BLEU-4 58.65 Variational Causal Inference Network for Explanatory... LivXue/VCIN 5 Compare

Papers archive 2025-07-28

4 shown of 4 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 8. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Variational Causal Inference Network for Explanatory Visual Question Answering 1 1 1 Jan 2023 not harvested
REX: Reasoning-aware and Grounded Explanation 1 2 11 Mar 2022 ran 2 of 2 samples (0 unverified)
Faithful Multimodal Explanation for Visual Question Answering 1 1 8 Sep 2018 not harvested
VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual Questions 0 1 20 Mar 2018 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

MIT license

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • GQA-REX

1 variant name, as the archive lists them.

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