Saved in:
| Main Authors: | He, Haichen, Zhou, Jiayi, Shang, Sifeng, Hu, Yihan, Zhang, Yuanhan, Zhou, Kaiyang |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2605.22907 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Fine-tuning Quantized Neural Networks with Zeroth-order Optimization
by: Shang, Sifeng, et al.
Published: (2025)
by: Shang, Sifeng, et al.
Published: (2025)
Measuring Epistemic Humility in Multimodal Large Language Models
by: Tong, Bingkui, et al.
Published: (2025)
by: Tong, Bingkui, et al.
Published: (2025)
LongInsightBench: A Comprehensive Benchmark for Evaluating Omni-Modal Models on Human-Centric Long-Video Understanding
by: Han, ZhaoYang, et al.
Published: (2025)
by: Han, ZhaoYang, et al.
Published: (2025)
Towards Video Thinking Test: A Holistic Benchmark for Advanced Video Reasoning and Understanding
by: Zhang, Yuanhan, et al.
Published: (2025)
by: Zhang, Yuanhan, et al.
Published: (2025)
A Benchmark and Agentic Framework for Omni-Modal Reasoning and Tool Use in Long Videos
by: Kurpath, Mohammed Irfan, et al.
Published: (2025)
by: Kurpath, Mohammed Irfan, et al.
Published: (2025)
HumanOmniV2: From Understanding to Omni-Modal Reasoning with Context
by: Yang, Qize, et al.
Published: (2025)
by: Yang, Qize, et al.
Published: (2025)
OmniPro: A Comprehensive Benchmark for Omni-Proactive Streaming Video Understanding
by: Zhao, Ruixiang, et al.
Published: (2026)
by: Zhao, Ruixiang, et al.
Published: (2026)
AdaVideoRAG: Omni-Contextual Adaptive Retrieval-Augmented Efficient Long Video Understanding
by: Xue, Zhucun, et al.
Published: (2025)
by: Xue, Zhucun, et al.
Published: (2025)
UGC-VideoCaptioner: An Omni UGC Video Detail Caption Model and New Benchmarks
by: Wu, Peiran, et al.
Published: (2025)
by: Wu, Peiran, et al.
Published: (2025)
Think with Grounding: Curriculum Reinforced Reasoning with Video Grounding for Long Video Understanding
by: Chen, Houlun, et al.
Published: (2026)
by: Chen, Houlun, et al.
Published: (2026)
OmniVDiff: Omni Controllable Video Diffusion for Generation and Understanding
by: Xi, Dianbing, et al.
Published: (2025)
by: Xi, Dianbing, et al.
Published: (2025)
Omni-Video: Democratizing Unified Video Understanding and Generation
by: Tan, Zhiyu, et al.
Published: (2025)
by: Tan, Zhiyu, et al.
Published: (2025)
Streaming Video Instruction Tuning
by: Xia, Jiaer, et al.
Published: (2025)
by: Xia, Jiaer, et al.
Published: (2025)
MVPBench: A Multi-Video Perception Evaluation Benchmark for Multi-Modal Video Understanding
by: Bai, Purui, et al.
Published: (2026)
by: Bai, Purui, et al.
Published: (2026)
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding
by: Ma, David, et al.
Published: (2025)
by: Ma, David, et al.
Published: (2025)
LongVALE: Vision-Audio-Language-Event Benchmark Towards Time-Aware Omni-Modal Perception of Long Videos
by: Geng, Tiantian, et al.
Published: (2024)
by: Geng, Tiantian, et al.
Published: (2024)
OmniVid: A Generative Framework for Universal Video Understanding
by: Wang, Junke, et al.
Published: (2024)
by: Wang, Junke, et al.
Published: (2024)
OmniNFT: Modality-wise Omni Diffusion Reinforcement for Joint Audio-Video Generation
by: Zhang, Guohui, et al.
Published: (2026)
by: Zhang, Guohui, et al.
Published: (2026)
MMOU: A Massive Multi-Task Omni Understanding and Reasoning Benchmark for Long and Complex Real-World Videos
by: Goel, Arushi, et al.
Published: (2026)
by: Goel, Arushi, et al.
Published: (2026)
Omni-Customizer: End-to-End MultiModal Customization for Joint Audio-Video Generation
by: Chen, Yuheng, et al.
Published: (2026)
by: Chen, Yuheng, et al.
Published: (2026)
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)
LVBench: An Extreme Long Video Understanding Benchmark
by: Wang, Weihan, et al.
Published: (2024)
by: Wang, Weihan, et al.
Published: (2024)
Guiding Cross-Modal Representations with MLLM Priors via Preference Alignment
by: Zhao, Pengfei, et al.
Published: (2025)
by: Zhao, Pengfei, et al.
Published: (2025)
VideoMem: Enhancing Ultra-Long Video Understanding via Adaptive Memory Management
by: Jin, Hongbo, et al.
Published: (2025)
by: Jin, Hongbo, et al.
Published: (2025)
MLVU: Benchmarking Multi-task Long Video Understanding
by: Zhou, Junjie, et al.
Published: (2024)
by: Zhou, Junjie, et al.
Published: (2024)
Neptune: The Long Orbit to Benchmarking Long Video Understanding
by: Nagrani, Arsha, et al.
Published: (2024)
by: Nagrani, Arsha, et al.
Published: (2024)
Q-Bench-Video: Benchmarking the Video Quality Understanding of LMMs
by: Zhang, Zicheng, et al.
Published: (2024)
by: Zhang, Zicheng, et al.
Published: (2024)
WorldQA: Multimodal World Knowledge in Videos through Long-Chain Reasoning
by: Zhang, Yuanhan, et al.
Published: (2024)
by: Zhang, Yuanhan, et al.
Published: (2024)
X-LeBench: A Benchmark for Extremely Long Egocentric Video Understanding
by: Zhou, Wenqi, et al.
Published: (2025)
by: Zhou, Wenqi, et al.
Published: (2025)
OmniSparse: Training-Aware Fine-Grained Sparse Attention for Long-Video MLLMs
by: Chen, Feng, et al.
Published: (2025)
by: Chen, Feng, et al.
Published: (2025)
Context Forcing: Consistent Autoregressive Video Generation with Long Context
by: Chen, Shuo, et al.
Published: (2026)
by: Chen, Shuo, et al.
Published: (2026)
OmniHumanoid: Streaming Cross-Embodiment Video Generation with Paired-Free Adaptation
by: Song, Yiren, et al.
Published: (2026)
by: Song, Yiren, et al.
Published: (2026)
Memory Consolidation Enables Long-Context Video Understanding
by: Balažević, Ivana, et al.
Published: (2024)
by: Balažević, Ivana, et al.
Published: (2024)
Progressive Video Condensation with MLLM Agent for Long-form Video Understanding
by: Yin, Yufei, et al.
Published: (2026)
by: Yin, Yufei, et al.
Published: (2026)
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)
VBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness
by: Zheng, Dian, et al.
Published: (2025)
by: Zheng, Dian, et al.
Published: (2025)
OmniVCus: Feedforward Subject-driven Video Customization with Multimodal Control Conditions
by: Cai, Yuanhao, et al.
Published: (2025)
by: Cai, Yuanhao, et al.
Published: (2025)
ALLVB: All-in-One Long Video Understanding Benchmark
by: Tan, Xichen, et al.
Published: (2025)
by: Tan, Xichen, et al.
Published: (2025)
SGTA: Scene-Graph Based Multi-Modal Traffic Agent for Video Understanding
by: Zhou, Xingcheng, et al.
Published: (2026)
by: Zhou, Xingcheng, et al.
Published: (2026)
OmniRoam: World Wandering via Long-Horizon Panoramic Video Generation
by: Liu, Yuheng, et al.
Published: (2026)
by: Liu, Yuheng, et al.
Published: (2026)
Similar Items
-
Fine-tuning Quantized Neural Networks with Zeroth-order Optimization
by: Shang, Sifeng, et al.
Published: (2025) -
Measuring Epistemic Humility in Multimodal Large Language Models
by: Tong, Bingkui, et al.
Published: (2025) -
LongInsightBench: A Comprehensive Benchmark for Evaluating Omni-Modal Models on Human-Centric Long-Video Understanding
by: Han, ZhaoYang, et al.
Published: (2025) -
Towards Video Thinking Test: A Holistic Benchmark for Advanced Video Reasoning and Understanding
by: Zhang, Yuanhan, et al.
Published: (2025) -
A Benchmark and Agentic Framework for Omni-Modal Reasoning and Tool Use in Long Videos
by: Kurpath, Mohammed Irfan, et al.
Published: (2025)