Datasets › IllusionVQA
IllusionVQA
IllusionVQA is a Visual Question Answering (VQA) dataset with two sub-tasks. The first task tests comprehension on 435 instances in 12 optical illusion categories. Each instance consists of an image with an optical illusion, a question, and 3 to 6 options, one of which is the correct answer. We refer to this task as Logo IllusionVQA-Comprehension. The second task tests how well VLMs can differentiate geometrically impossible objects from ordinary objects when two objects are presented side by side. The task consists of 1000 instances following a similar format to the first task. We refer to this task as Logo IllusionVQA-Soft-Localization.
Benchmarks archive 2025-07-28
All 2 leaderboards 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) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Object Localization | IllusionVQA | GPT4-Vision 4-shot+CoT Accuracy 49.7 | IllusionVQA: A Challenging Optical Illusion Dataset for... | csebuetnlp/illusionvqa | 9 | Compare |
| Visual Question Answering (VQA) | IllusionVQA | GPT4-Vision 4-shot Accuracy 62.99 | IllusionVQA: A Challenging Optical Illusion Dataset for... | csebuetnlp/illusionvqa | 7 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper 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 3. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| IllusionVQA: A Challenging Optical Illusion Dataset for Vision Language Models | 1 | 16 | 23 Mar 2024 | ran 5 of 5 samples (0 unverified; 5 pointer-only for licence) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- IllusionVQA
1 variant name, as the archive lists them.
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