Unverified50% confidenceFactExact time
REF2VA (Reference-to-Video-Audio) and FL2VA (Flow-to-Video-Audio) are the two core inference modes of the MiniMax H3 multimodal generation model.
1
Sources
50%
Confidence
Long-term
Relevance
9/6/2026
First Seen
Sources
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Related Claims
UnverifiedThe recommended fusion workflow uses REF2VA for primary video generation to ensure visual quality, and FL2VA for audio refinement to obtain cleaner sound.77% similarUnverifiedStatic or slow-paced scenes are better suited to REF2VA, while scenes with intense motion rely more on FL2VA's processing capabilities.69% similarVerifiedMiniMax H3 is a multimodal video generation model capable of simultaneously generating video frames and matching audio (including dialogue, sound effects, and ambient sound).68% similarUnverifiedLTX-2 is an integrated audio-video generation model capable of simultaneously generating matching audio content while generating video footage.66% similarUnverifiedREF2VA is driven by reference images for generation, guiding video synthesis by extracting visual features from reference frames, and is closer to the image-conditioned generation paradigm.65% similar
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