ReasVQA: Advancing VideoQA with Imperfect Reasoning Process
Fuente:
arXiv
Saved in:
| Main Authors: | Liang, Jianxin, Meng, Xiaojun, Zhang, Huishuai, Wang, Yueqian, Wei, Jiansheng, Zhao, Dongyan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Beyond Isolated Facts: Synthesizing Narrative and Grounded Supervision for VideoQA
by: Liang, Jianxin, et al.
Published: (2025)
by: Liang, Jianxin, et al.
Published: (2025)
VideoLLM Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interaction Format
by: Wang, Yueqian, et al.
Published: (2024)
by: Wang, Yueqian, et al.
Published: (2024)
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models
by: Wang, Yueqian, et al.
Published: (2025)
by: Wang, Yueqian, et al.
Published: (2025)
End-to-End Video Question Answering with Frame Scoring Mechanisms and Adaptive Sampling
by: Liang, Jianxin, et al.
Published: (2024)
by: Liang, Jianxin, et al.
Published: (2024)
HawkEye: Training Video-Text LLMs for Grounding Text in Videos
by: Wang, Yueqian, et al.
Published: (2024)
by: Wang, Yueqian, et al.
Published: (2024)
FREAK: A Fine-grained Hallucination Evaluation Benchmark for Advanced MLLMs
by: Yin, Zhihan, et al.
Published: (2026)
by: Yin, Zhihan, et al.
Published: (2026)
STAIR: Spatial-Temporal Reasoning with Auditable Intermediate Results for Video Question Answering
by: Wang, Yueqian, et al.
Published: (2024)
by: Wang, Yueqian, et al.
Published: (2024)
QTG-VQA: Question-Type-Guided Architectural for VideoQA Systems
by: He, Zhixian, et al.
Published: (2024)
by: He, Zhixian, et al.
Published: (2024)
MMDuet2: Enhancing Proactive Interaction of Video MLLMs with Multi-Turn Reinforcement Learning
by: Wang, Yueqian, et al.
Published: (2025)
by: Wang, Yueqian, et al.
Published: (2025)
Understanding Multimodal Hallucination with Parameter-Free Representation Alignment
by: Wang, Yueqian, et al.
Published: (2024)
by: Wang, Yueqian, et al.
Published: (2024)
Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge
by: Wang, Yuxuan, et al.
Published: (2024)
by: Wang, Yuxuan, et al.
Published: (2024)
ENTER: Event Based Interpretable Reasoning for VideoQA
by: Ayyubi, Hammad, et al.
Published: (2025)
by: Ayyubi, Hammad, et al.
Published: (2025)
Perception Test 2024: Challenge Summary and a Novel Hour-Long VideoQA Benchmark
by: Heyward, Joseph, et al.
Published: (2024)
by: Heyward, Joseph, et al.
Published: (2024)
Neural-Symbolic VideoQA: Learning Compositional Spatio-Temporal Reasoning for Real-world Video Question Answering
by: Liang, Lili, et al.
Published: (2024)
by: Liang, Lili, et al.
Published: (2024)
VideoQA in the Era of LLMs: An Empirical Study
by: Xiao, Junbin, et al.
Published: (2024)
by: Xiao, Junbin, et al.
Published: (2024)
Reading Between the Lanes: Text VideoQA on the Road
by: Tom, George, et al.
Published: (2023)
by: Tom, George, et al.
Published: (2023)
MedFrameQA: A Multi-Image Medical VQA Benchmark for Clinical Reasoning
by: Yu, Suhao, et al.
Published: (2025)
by: Yu, Suhao, et al.
Published: (2025)
Grounded Multi-Hop VideoQA in Long-Form Egocentric Videos
by: Chen, Qirui, et al.
Published: (2024)
by: Chen, Qirui, et al.
Published: (2024)
Understanding Complexity in VideoQA via Visual Program Generation
by: Eyzaguirre, Cristobal, et al.
Published: (2025)
by: Eyzaguirre, Cristobal, et al.
Published: (2025)
CCTVBench: Contrastive Consistency Traffic VideoQA Benchmark for Multimodal LLMs
by: Zhou, Xingcheng, et al.
Published: (2026)
by: Zhou, Xingcheng, et al.
Published: (2026)
StreamingCoT: A Dataset for Temporal Dynamics and Multimodal Chain-of-Thought Reasoning in Streaming VideoQA
by: Hu, Yuhang, et al.
Published: (2025)
by: Hu, Yuhang, et al.
Published: (2025)
ActionAtlas: A VideoQA Benchmark for Domain-specialized Action Recognition
by: Salehi, Mohammadreza, et al.
Published: (2024)
by: Salehi, Mohammadreza, et al.
Published: (2024)
TUMTraffic-VideoQA: A Benchmark for Unified Spatio-Temporal Video Understanding in Traffic Scenes
by: Zhou, Xingcheng, et al.
Published: (2025)
by: Zhou, Xingcheng, et al.
Published: (2025)
VideoHallucer: Evaluating Intrinsic and Extrinsic Hallucinations in Large Video-Language Models
by: Wang, Yuxuan, et al.
Published: (2024)
by: Wang, Yuxuan, et al.
Published: (2024)
Video Flow as Time Series: Discovering Temporal Consistency and Variability for VideoQA
by: Song, Zijie, et al.
Published: (2025)
by: Song, Zijie, et al.
Published: (2025)
Dissecting Multimodality in VideoQA Transformer Models by Impairing Modality Fusion
by: Rawal, Ishaan Singh, et al.
Published: (2023)
by: Rawal, Ishaan Singh, et al.
Published: (2023)
VideoQA-SC: Adaptive Semantic Communication for Video Question Answering
by: Guo, Jiangyuan, et al.
Published: (2024)
by: Guo, Jiangyuan, et al.
Published: (2024)
GRAM: Global Reasoning for Multi-Page VQA
by: Blau, Tsachi, et al.
Published: (2024)
by: Blau, Tsachi, et al.
Published: (2024)
RoadSocial: A Diverse VideoQA Dataset and Benchmark for Road Event Understanding from Social Video Narratives
by: Parikh, Chirag, et al.
Published: (2025)
by: Parikh, Chirag, et al.
Published: (2025)
VaseVQA: Multimodal Agent and Benchmark for Ancient Greek Pottery
by: Ge, Jinchao, et al.
Published: (2025)
by: Ge, Jinchao, et al.
Published: (2025)
OmniMMI: A Comprehensive Multi-modal Interaction Benchmark in Streaming Video Contexts
by: Wang, Yuxuan, et al.
Published: (2025)
by: Wang, Yuxuan, et al.
Published: (2025)
Synthesize Step-by-Step: Tools, Templates and LLMs as Data Generators for Reasoning-Based Chart VQA
by: Li, Zhuowan, et al.
Published: (2024)
by: Li, Zhuowan, et al.
Published: (2024)
Visual Grounding Methods for VQA are Working for the Wrong Reasons!
by: Shrestha, Robik, et al.
Published: (2020)
by: Shrestha, Robik, et al.
Published: (2020)
KRETA: A Benchmark for Korean Reading and Reasoning in Text-Rich VQA Attuned to Diverse Visual Contexts
by: Hwang, Taebaek, et al.
Published: (2025)
by: Hwang, Taebaek, et al.
Published: (2025)
Visual-TableQA: Open-Domain Benchmark for Reasoning over Table Images
by: Lompo, Boammani Aser, et al.
Published: (2025)
by: Lompo, Boammani Aser, et al.
Published: (2025)
Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm
by: Tong, Jingqi, et al.
Published: (2025)
by: Tong, Jingqi, et al.
Published: (2025)
VideoARM: Agentic Reasoning over Hierarchical Memory for Long-Form Video Understanding
by: Yin, Yufei, et al.
Published: (2025)
by: Yin, Yufei, et al.
Published: (2025)
Moment Sampling in Video LLMs for Long-Form Video QA
by: Chasmai, Mustafa, et al.
Published: (2025)
by: Chasmai, Mustafa, et al.
Published: (2025)
MSG-Chart: Multimodal Scene Graph for ChartQA
by: Dai, Yue, et al.
Published: (2024)
by: Dai, Yue, et al.
Published: (2024)
Multimodal LLM With Hierarchical Mixture-of-Experts for VQA on 3D Brain MRI
by: Vepa, Arvind Murari, et al.
Published: (2025)
by: Vepa, Arvind Murari, et al.
Published: (2025)
Similar Items
-
Beyond Isolated Facts: Synthesizing Narrative and Grounded Supervision for VideoQA
by: Liang, Jianxin, et al.
Published: (2025) -
VideoLLM Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interaction Format
by: Wang, Yueqian, et al.
Published: (2024) -
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models
by: Wang, Yueqian, et al.
Published: (2025) -
End-to-End Video Question Answering with Frame Scoring Mechanisms and Adaptive Sampling
by: Liang, Jianxin, et al.
Published: (2024) -
HawkEye: Training Video-Text LLMs for Grounding Text in Videos
by: Wang, Yueqian, et al.
Published: (2024)