Datasets › OVDEval

OVDEval

Introduced by Yiyang Yao et al. in How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary Detection25 Aug 2023 archive 2025-07-28

OVDEval includes 9 sub-tasks and introduces evaluations on commonsense knowledge, attribute understanding, position understanding, object relation comprehension, and more. The dataset is meticulously created to provide hard negatives that challenge models' true understanding of visual and linguistic input.

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Benchmarks archive 2025-07-28

No leaderboard in the archive resolves to this dataset.

Papers archive 2025-07-28

No paper in the archive has a leaderboard row on this dataset; the archive counts 4 papers for it but never published that list.

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Proper Noun Negation

License archive 2025-07-28

Apache-2.0 license

Modalities archive 2025-07-28

Images Texts

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

OVDEval

1 variant name, as the archive lists them.

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