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OmniHuman: A Large-scale Dataset and Benchmark for Human-Centric Video Generation

arXiv:2604.18326v2 Announce Type: replace Abstract: Recent advancements in audio-video joint generation models have demonstrated impressive capabilities in content creation. However, generating high-fidelity human-centric videos in complex, real-world physical scenes remains a significant challenge. We identify that the root cause lies in the structural deficiencies of existing datasets across three dimensions: limited global scene and camera diversity, sparse interaction modeling (both...

arXiv CS 8d ago