OpenCodePapers

audio-visual-question-answering-on-omnibench

Audio Question AnsweringAudio-visual Question Answering
Dataset Link
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PaperCodeAccuracyModelNameReleaseDate
InteractiveOmni: A Unified Omni-modal Model for Audio-Visual Multi-turn Dialogue✓ Link60.33InteractiveOmni-8B2025-10-15
CogniRoute: Learning to Route Social Evidence in Omni-Modal Models56.7CogniRoute2026-06-18
Qwen2.5-Omni Technical Report✓ Link56.13Qwen2.5-Omni-7B2025-03-26
Omni-Modal LLMs Know More Than They Say51.7OMNI-CATALYST (Qwen2.5-Omni-7B)2026-10-12
Audio-Visual Flamingo: Open Audio-Visual Intelligence for Long and Complex Videos50.6AVF-Think2026-07-17
Omni-R1: Reinforcement Learning for Omnimodal Reasoning via Two-System Collaboration✓ Link49.3Omni-R1-7B2025-05-26
Uni-MoE-2.0-Omni: Scaling Language-Centric Omnimodal Large Model with Advanced MoE, Training and Data✓ Link47.1Uni-MoE-2.0-Omni2025-11-16
OmniVinci: Enhancing Architecture and Data for Omni-Modal Understanding LLM✓ Link46.47OmniVinci2025-10-17
Baichuan-Omni-1.5 Technical Report✓ Link42.9Baichuan-Omni-1.52025-01-26
MAD: Modality-Adaptive Decoding for Mitigating Cross-Modal Hallucinations in Multimodal Large Language Models✓ Link36.8VideoLLaMA2-AV + MAD2026-01-29
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