UCF101-AD Benchmark

What is UCF101-AD?

A paired-video benchmark evaluating whether multimodal language models can distinguish action presence from action denial under matched contextual and motion…

Released

2026-06-30

Evaluates

General AI, Multimodal

Openness

unknown

Importer

Claire Radar

Review status

ai-reviewed

Reported scores

0

Source provenance

• Original evidence https://arxiv.org/abs/2606.31187

UCF101-AD paper and code

• Paper https://arxiv.org/abs/2606.31187
• Code https://github.com/raiyaan-abdullah/Learn-to-Deny

Which sources cite UCF101-AD?

• UCF101-AD

Related General AI, Multimodal benchmarks

• $\tau^\tau$-Bench: An Environment for End-To-End, Realistic Agent Construction
• 3DCodeBench
• 5-Dialects-BN
• A-Bench
• A-OKVQA
• A3S-Bench
• AARRI-Bench
• ActBench