causal2needles/Causal2Needles
Causal2Needles (NeurIPS D&B Track 2025) Overview Project Paper Code Causal2Needles is a benchmark dataset and evaluation toolkit designed to assess the capabilities of both proprietary and open-source multimodal large language models in long-video understanding. Our dataset features a large number of "2-needle" questions, where the model must locate and reason over two distinct pieces of information from the video. An illustrative example is shown below: More background… See the full description on the dataset page: https://huggingface.co/datasets/causal2needles/Causal2Needles.
| Author / organization | causal2needles |
|---|---|
| License (as declared) | cc-by-nc-sa-4.0 |
| Downloads | 520 (as reported by Hugging Face) |
| Likes | 3 |
| Created | 28 April 2025 |
| Last updated at source | 6 November 2025 |
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