Needle In A Video Haystack: A Scalable Synthetic Evaluator for Video MLLMs

Needle In A Video Haystack: A Scalable Synthetic Evaluator for Video MLLMs

13 June 2024

Bingning Wang

Weipeng Chen

Jing Liu

Papers citing "Needle In A Video Haystack: A Scalable Synthetic Evaluator for Video MLLMs"

7 / 7 papers shown

Title
Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding Xiangrui Liu Yan Shu Zheng Liu Ao Li Yang Tian Bo Zhao VGen VLM 86 0 0 24 Mar 2025
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering Md. Mohaiminul Islam Tushar Nagarajan Huiyu Wang Gedas Bertasius Lorenzo Torresani 55 0 0 12 Mar 2025
InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling Yi Wang Xinhao Li Ziang Yan Yinan He Jiashuo Yu ... Kai Chen Wenhai Wang Yu Qiao Yali Wang Limin Wang 64 19 0 21 Jan 2025
Video-LLaVA: Learning United Visual Representation by Alignment Before Projection Bin Lin Yang Ye Bin Zhu Jiaxi Cui Munan Ning Peng Jin Li-ming Yuan VLM MLLM 185 576 0 16 Nov 2023
Perception Test: A Diagnostic Benchmark for Multimodal Video Models Viorica Puatruaucean Lucas Smaira Ankush Gupta Adrià Recasens Continente L. Markeeva ... Y. Aytar Simon Osindero Dima Damen Andrew Zisserman João Carreira VLM 110 138 0 23 May 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 244 4,186 0 30 Jan 2023
LGDN: Language-Guided Denoising Network for Video-Language Modeling Haoyu Lu Mingyu Ding Nanyi Fei Yuqi Huo Zhiwu Lu VLM 72 14 0 23 Sep 2022