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ResearchFormerly WizWand

Gender Classification on DiveFace (Cross-dataset)

0.83DoBMT + NL + EDL
0.47640.56820.660.7518Aug 17, 2022
Updated 8mo ago

Evaluation results

MethodLinks
MT + NL + EDLMulti-task learning=true, Method=Normalizing Likelihood, Evidential Deep Learning=true2022.080.8398.3797.43
MTMulti-task learning=true2022.080.7898.3497.67
MT + NLMulti-task learning=true, Method=Normalizing Likelihood2022.080.7798.497.52
Baseline2022.080.7498.4597.71
CLIP + MT + NL + EDLBackbone=CLIP, Multi-task learning=true, Method=Normalizing Likelihood, Evidential Deep Learning=true2022.080.6999.0497.81
CLIP + LPBackbone=CLIP, Protocol=Linear Probing2022.080.6899.0897.9
CLIP + NLBackbone=CLIP, Method=Normalizing Likelihood2022.080.6299.0298.09
NL (No LR)Method=Normalizing Likelihood, Learning Rate Ratio=None2022.080.5198.698.39
NL (LR=2)Method=Normalizing Likelihood, Learning Rate Ratio=22022.080.4998.4998.48