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Human Image Synthesis on MVHumanNet

22.25PSNRNHP
8.80165612.29305315.7844519.275847Mar 25, 2025May 25, 2025Jul 26, 2025Sep 26, 2025Nov 26, 2025Jan 27, 2026Mar 30, 2026

Evaluation results

MethodLinks
NHPGeneralizable=true, Temporal Context=true, Synthesis Objective=Deterministic2026.0322.25———131.911,321.4
GenFusionGeneralizable=true, Temporal Context=true, Synthesis Objective=Probabilistic2026.0321.25———87.85436.9
ChampGeneralizable=true, Temporal Context=false, Synthesis Objective=Probabilistic2026.0321.06———97.61674.1
DiscoHuman (SBS)2025.0317.03714.4210.162283.11——
AnimateAnyone2025.0313.258270.78210.433167.5——
Champ2025.0313.104262.8560.399486.35——
DiscoHuman (E2E)2025.0310.757325.16480.449466.06——
MagicAnimate2025.039.318973.45530.479871.8——