AVID: A Benchmark for Omni-Modal Audio-Visual Inconsistency Understanding via Agent-Driven Construction
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Zixuan, Wang, Depeng, Lin, Hao, Luo, Li, Xu, Ke, Guo, Ya, Zhu, Huijia, Sun, Tanfeng, Jiang, Xinghao |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FGAS: Fixed Decoder Network-Based Audio Steganography with Adversarial Perturbation Generation
by: Yan, Jialin, et al.
Published: (2025)
by: Yan, Jialin, et al.
Published: (2025)
Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding
by: Zhang, Chong, et al.
Published: (2024)
by: Zhang, Chong, et al.
Published: (2024)
EMID: An Emotional Aligned Dataset in Audio-Visual Modality
by: Zou, Jialing, et al.
Published: (2023)
by: Zou, Jialing, et al.
Published: (2023)
Cross-Modality and Within-Modality Regularization for Audio-Visual DeepFake Detection
by: Zou, Heqing, et al.
Published: (2024)
by: Zou, Heqing, et al.
Published: (2024)
XGC-AVis: Towards Audio-Visual Content Understanding with a Multi-Agent Collaborative System
by: Cao, Yuqin, et al.
Published: (2025)
by: Cao, Yuqin, et al.
Published: (2025)
CueNet: Robust Audio-Visual Speaker Extraction through Cross-Modal Cue Mining and Interaction
by: Wang, Jiadong, et al.
Published: (2026)
by: Wang, Jiadong, et al.
Published: (2026)
Omni2Sound: Towards Unified Video-Text-to-Audio Generation
by: Dai, Yusheng, et al.
Published: (2026)
by: Dai, Yusheng, et al.
Published: (2026)
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)
HDA-SELD: Hierarchical Cross-Modal Distillation with Multi-Level Data Augmentation for Low-Resource Audio-Visual Sound Event Localization and Detection
by: Wang, Qing, et al.
Published: (2025)
by: Wang, Qing, et al.
Published: (2025)
OmniDPO: A Preference Optimization Framework to Address Omni-Modal Hallucination
by: Chen, Junzhe, et al.
Published: (2025)
by: Chen, Junzhe, et al.
Published: (2025)
OmniTrace: A Unified Framework for Generation-Time Attribution in Omni-Modal LLMs
by: Yan, Qianqi, et al.
Published: (2026)
by: Yan, Qianqi, et al.
Published: (2026)
AV-EMO-Reasoning: Benchmarking Emotional Reasoning Capabilities in Omni-modal LLMS with Audio-visual Cues
by: Zhou, Dingkun, et al.
Published: (2025)
by: Zhou, Dingkun, et al.
Published: (2025)
Audio-Omni: Extending Multi-modal Understanding to Versatile Audio Generation and Editing
by: Tian, Zeyue, et al.
Published: (2026)
by: Tian, Zeyue, et al.
Published: (2026)
Teacher-Guided Pseudo Supervision and Cross-Modal Alignment for Audio-Visual Video Parsing
by: Chen, Yaru, et al.
Published: (2025)
by: Chen, Yaru, et al.
Published: (2025)
Enhancing Video Music Recommendation with Transformer-Driven Audio-Visual Embeddings
by: Liu, Shimiao, et al.
Published: (2025)
by: Liu, Shimiao, et al.
Published: (2025)
OmniGAIA: Towards Native Omni-Modal AI Agents
by: Li, Xiaoxi, et al.
Published: (2026)
by: Li, Xiaoxi, et al.
Published: (2026)
Audio-Visual Cross-Modal Compression for Generative Face Video Coding
by: Xu, Youmin, et al.
Published: (2025)
by: Xu, Youmin, et al.
Published: (2025)
Detecting Audio-Visual Deepfakes with Fine-Grained Inconsistencies
by: Astrid, Marcella, et al.
Published: (2024)
by: Astrid, Marcella, et al.
Published: (2024)
3MDiT: Unified Tri-Modal Diffusion Transformer for Text-Driven Synchronized Audio-Video Generation
by: Li, Yaoru, et al.
Published: (2025)
by: Li, Yaoru, et al.
Published: (2025)
OmniAvatar: Efficient Audio-Driven Avatar Video Generation with Adaptive Body Animation
by: Gan, Qijun, et al.
Published: (2025)
by: Gan, Qijun, et al.
Published: (2025)
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)
OmniForcing: Unleashing Real-time Joint Audio-Visual Generation
by: Su, Yaofeng, et al.
Published: (2026)
by: Su, Yaofeng, et al.
Published: (2026)
OmniScript: Towards Audio-Visual Script Generation for Long-Form Cinematic Video
by: Pu, Junfu, et al.
Published: (2026)
by: Pu, Junfu, et al.
Published: (2026)
MAR3: Multi-Agent Recognition, Reasoning, and Reflection for Reference Audio-Visual Segmentation
by: Zhao, Yuan, et al.
Published: (2026)
by: Zhao, Yuan, et al.
Published: (2026)
Audio-Visual Deepfake Detection With Local Temporal Inconsistencies
by: Astrid, Marcella, et al.
Published: (2025)
by: Astrid, Marcella, 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)
JointAVBench: A Benchmark for Joint Audio-Visual Reasoning Evaluation
by: Chao, Jianghan, et al.
Published: (2025)
by: Chao, Jianghan, et al.
Published: (2025)
Representation Learning for Semantic Alignment of Language, Audio, and Visual Modalities
by: Sudarsanam, Parthasaarathy, et al.
Published: (2025)
by: Sudarsanam, Parthasaarathy, et al.
Published: (2025)
FLARE: Full-Modality Long-Video Audiovisual Retrieval Benchmark with User-Simulated Queries
by: You, Qijie, et al.
Published: (2026)
by: You, Qijie, et al.
Published: (2026)
OmniSonic: Towards Universal and Holistic Audio Generation from Video and Text
by: Pian, Weiguo, et al.
Published: (2026)
by: Pian, Weiguo, et al.
Published: (2026)
Open-Vocabulary Audio-Visual Semantic Segmentation
by: Guo, Ruohao, et al.
Published: (2024)
by: Guo, Ruohao, et al.
Published: (2024)
Boosting Omni-Modal Language Models: Staged Post-Training with Visually Debiased Evaluation
by: Liu, Che, et al.
Published: (2026)
by: Liu, Che, et al.
Published: (2026)
MindTuner: Cross-Subject Visual Decoding with Visual Fingerprint and Semantic Correction
by: Gong, Zixuan, et al.
Published: (2024)
by: Gong, Zixuan, et al.
Published: (2024)
TeMTG: Text-Enhanced Multi-Hop Temporal Graph Modeling for Audio-Visual Video Parsing
by: Chen, Yaru, et al.
Published: (2025)
by: Chen, Yaru, et al.
Published: (2025)
Unveiling Visual Biases in Audio-Visual Localization Benchmarks
by: Chen, Liangyu, et al.
Published: (2024)
by: Chen, Liangyu, et al.
Published: (2024)
Taming Modality Entanglement in Continual Audio-Visual Segmentation
by: Hong, Yuyang, et al.
Published: (2025)
by: Hong, Yuyang, et al.
Published: (2025)
AlignVSR: Audio-Visual Cross-Modal Alignment for Visual Speech Recognition
by: Liu, Zehua, et al.
Published: (2024)
by: Liu, Zehua, et al.
Published: (2024)
Multimodal Semantic Communication for Generative Audio-Driven Video Conferencing
by: Tong, Haonan, et al.
Published: (2024)
by: Tong, Haonan, et al.
Published: (2024)
SpotSound: Enhancing Large Audio-Language Models with Fine-Grained Temporal Grounding
by: Sun, Luoyi, et al.
Published: (2026)
by: Sun, Luoyi, et al.
Published: (2026)
EyEar: Learning Audio Synchronized Human Gaze Trajectory Based on Physics-Informed Dynamics
by: Liu, Xiaochuan, et al.
Published: (2025)
by: Liu, Xiaochuan, et al.
Published: (2025)
Similar Items
-
FGAS: Fixed Decoder Network-Based Audio Steganography with Adversarial Perturbation Generation
by: Yan, Jialin, et al.
Published: (2025) -
Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding
by: Zhang, Chong, et al.
Published: (2024) -
EMID: An Emotional Aligned Dataset in Audio-Visual Modality
by: Zou, Jialing, et al.
Published: (2023) -
Cross-Modality and Within-Modality Regularization for Audio-Visual DeepFake Detection
by: Zou, Heqing, et al.
Published: (2024) -
XGC-AVis: Towards Audio-Visual Content Understanding with a Multi-Agent Collaborative System
by: Cao, Yuqin, et al.
Published: (2025)