CausalVQA Benchmark

What is CausalVQA?

CausalVQA tests causal reasoning in videos across five question types, and state-of-the-art multimodal models still trail human performance.

Released

2025-06-11

Modality

multimodal

Evaluates

多模态, Multimodal, VQA, 多模态模型, VLM, 跨模态推理, Cross-modal Reasoning, 不支持, Unsupported

Openness

unknown

Importer

OpenCompass Hub

Reported scores

0

Source provenance

• Original evidence https://hub.opencompass.org.cn/dataset-detail/CausalVQA

CausalVQA paper and code

• Paper https://arxiv.org/abs/2506.09943
• Code https://github.com/facebookresearch/CausalVQA

Which sources cite CausalVQA?

• CausalVQA

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