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Apollo: An Exploration of Video Understanding in Large Multimodal Models

Apollo: An Exploration of Video Understanding in Large Multimodal Models

Orr Zohar
Xiaohan Wang
Yann Dubois
Nikhil Mehta
Tong Xiao
Philippe Hansen-Estruch
Licheng Yu
Xiaofang Wang
F. Xu
Ning Zhang
Serena Yeung-Levy
Xide Xia
    VLM
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Papers citing "Apollo: An Exploration of Video Understanding in Large Multimodal Models"

11 / 11 papers shown
Title
ARGUS: Hallucination and Omission Evaluation in Video-LLMs
ARGUS: Hallucination and Omission Evaluation in Video-LLMs
Ruchit Rawal
Reza Shirkavand
Heng-Chiao Huang
Gowthami Somepalli
Tom Goldstein
18
0
0
09 Jun 2025
StreamBridge: Turning Your Offline Video Large Language Model into a Proactive Streaming Assistant
StreamBridge: Turning Your Offline Video Large Language Model into a Proactive Streaming Assistant
Haibo Wang
Bo Feng
Zhengfeng Lai
Mingze Xu
Shiyu Li
Weifeng Ge
Afshin Dehghan
Meng Cao
Ping Huang
OffRL
139
0
0
08 May 2025
RTV-Bench: Benchmarking MLLM Continuous Perception, Understanding and Reasoning through Real-Time Video
RTV-Bench: Benchmarking MLLM Continuous Perception, Understanding and Reasoning through Real-Time Video
Shuhang Xun
Sicheng Tao
Jiajun Li
Yibo Shi
Zhixin Lin
...
Shikang Wang
Yang Liu
Hao Zhang
Ying Ma
Xuming Hu
VLMLRM
100
1
0
04 May 2025
Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark
Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark
Enxin Song
Wenhao Chai
Weili Xu
Jianwen Xie
Yuxuan Liu
Gaoang Wang
122
6
0
20 Apr 2025
How Well Can General Vision-Language Models Learn Medicine By Watching Public Educational Videos?
How Well Can General Vision-Language Models Learn Medicine By Watching Public Educational Videos?
Rahul Thapa
Andrew Li
Qingyang Wu
Bryan He
Yuki Sahashi
...
Angela Zhang
Ben Athiwaratkun
Shuaiwen Leon Song
David Ouyang
James Zou
LM&MA
174
0
0
19 Apr 2025
Mobile-VideoGPT: Fast and Accurate Video Understanding Language Model
Mobile-VideoGPT: Fast and Accurate Video Understanding Language Model
Abdelrahman M. Shaker
Muhammad Maaz
Chenhui Gou
Hamid Rezatofighi
Salman Khan
Fahad Shahbaz Khan
426
0
0
27 Mar 2025
Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding
Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding
Xiangrui Liu
Yan Shu
Zhengyang Liang
Ao Li
Yang Tian
Bo Zhao
VGenVLM
266
9
0
24 Mar 2025
FastVID: Dynamic Density Pruning for Fast Video Large Language Models
FastVID: Dynamic Density Pruning for Fast Video Large Language Models
Leqi Shen
Guoqiang Gong
Tao He
Yifeng Zhang
Pengzhang Liu
Sicheng Zhao
Guiguang Ding
VLM
109
2
0
14 Mar 2025
InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling
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
180
51
0
21 Jan 2025
Can We Predict Performance of Large Models across Vision-Language Tasks?
Can We Predict Performance of Large Models across Vision-Language Tasks?
Qinyu Zhao
Ming Xu
Kartik Gupta
Akshay Asthana
Liang Zheng
Stephen Gould
128
0
0
14 Oct 2024
Q-Bench-Video: Benchmarking the Video Quality Understanding of LMMs
Q-Bench-Video: Benchmarking the Video Quality Understanding of LMMs
Zicheng Zhang
Ziheng Jia
H. Wu
Chunyi Li
Zijian Chen
...
Wei Sun
Xiaohong Liu
Xiongkuo Min
Weisi Lin
Guangtao Zhai
105
10
0
30 Sep 2024

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