EvaOmni scores Omni LLMs on evidence-grounded audiovisual reasoning
Gemini3.7-Flash led 24 models at 79.4% accuracy, but Level 3 bottleneck grounding fell to 12.3%.
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Stories tagged #omni-llm
Omni-Woodpecker rebalances hidden states to cut Omni LLM hallucinations
On Qwen2.5-Omni-7B the training-free method adds 12.9 and 8.6 points on CMM and AVHBench.
OmniSeek: Native Tool Integration for Multi-turn Audio-Visual Reasoning
OmniSeek trains Omni-LLMs to seek audio-visual evidence across turns using a 170K trajectory corpus.