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ResearchFormerly WizWand

Image Classification on CIFAR-10 (val) (with Agreement Error Metric)

0.0439Top-1 ErrorAdaptive Distillation
0.043580.045740.04790.05006Oct 19, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Adaptive DistillationAT Path=true, ST Path=true2021.100.04390.0312
Single KD (AT)AT Path=true, ST Path=false2021.100.04510.032
Teacher2021.100.0463—
Multiobjective KDAT Path=true, ST Path=true2021.100.04650.0363
Hand-tuned KDAT Path=true, ST Path=true2021.100.04750.0374
Equal Weight KDAT Path=true, ST Path=true2021.100.05050.0423
Single KD (ST)AT Path=false, ST Path=true2021.100.0510.0406
Student2021.100.0519—