ResearchBenchmarksFace Verification on SpeakingFace (test)Face Verification on SpeakingFace (test)Follow86.35Rank-1 AccMulti-Attribute guided LDM55.441263.465671.4979.5144Dec 24, 2025Evaluation resultsMethodMethodLinksRank-1 AccVR @ FAR=1%VR @ FAR=0.1%Multi-Attribute guided LDMMamba Block=Included,...Mamba Block=Included, Multi-attribute Classifier=Included, CLIP Encoder=Included2025.1286.3565.1332.91T2V-DDPM2025.1272.0744.0620.75BBDM2025.1268.8944.5420.83DiffuseIT2025.1262.641.1317.55GP-UNIT2025.1257.7334.613.12CFSM2025.1256.6328.9610.22