Datasets › CLEVR-Humans
CLEVR-Humans
We collect a new dataset of human-posed free-form natural language questions about CLEVR images. Many of these questions have out-of-vocabulary words and require reasoning skills that are absent from our model’s repertoire
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) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Visual Question Answering (VQA) | CLEVR-Humans | MDETR Accuracy 81.7 | MDETR -- Modulated Detection for End-to-End Multi-Modal... | facebookresearch/multimodal +4 | 5 | Compare |
Papers archive 2025-07-28
5 shown of 5 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 18. 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 | |||
|---|---|---|---|---|
| MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding | 5 | 1 | 26 Apr 2021 | ran 6 of 11 samples (5 unverified) |
| Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding | 2 | 1 | 4 Oct 2018 | ran 2 of 2 samples (0 unverified; 2 pointer-only for licence) |
| Compositional Attention Networks for Machine Reasoning | 10 | 1 | 8 Mar 2018 | ran 1 of 7 samples (6 unverified) |
| FiLM: Visual Reasoning with a General Conditioning Layer | 7 | 1 | 22 Sep 2017 | ran 9 of 10 samples (1 unverified; 7 pointer-only for licence) |
| Inferring and Executing Programs for Visual Reasoning | 5 | 1 | 10 May 2017 | ran 4 of 6 samples (2 unverified; 6 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
- CLEVR-Humans
1 variant name, as the archive lists them.
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