List your company
ResearchFormerly WizWand

Robust Classification on Tiny-ImageNet (test)

31.58Top-1 AccuracyNEO-KD
21.970424.465226.9629.4548Nov 1, 2023
Updated 8mo ago

Evaluation results

MethodLinks
NEO-KDExit=4, Attack Type=Average attack2023.1131.5860.04
NEO-KDExit=5, Attack Type=Average attack2023.1131.2459.06
NEO-KDExit=2, Attack Type=Average attack2023.1131.1459.82
NEO-KDExit=3, Attack Type=Average attack2023.1130.5860.16
NEO-KDExit=Avg., Attack Type=Average attack2023.1130.5659.28
SKDExit=2, Attack Type=Average attack2023.1129.2659.3
ARDExit=5, Attack Type=Average attack2023.1129.1457.08
Adv. w/o DistillExit=3, Attack Type=Average attack2023.1128.9458.18
SKDExit=3, Attack Type=Average attack2023.1128.7458.38
Adv. w/o DistillExit=5, Attack Type=Average attack2023.1128.4857.38
ARDExit=4, Attack Type=Average attack2023.1128.4657.32
SKDExit=1, Attack Type=Average attack2023.1128.458.34
SKDExit=Avg., Attack Type=Average attack2023.1128.2757.84
NEO-KDExit=1, Attack Type=Average attack2023.1128.2457.34
SKDExit=4, Attack Type=Average attack2023.1128.1457.72
Adv. w/o DistillExit=4, Attack Type=Average attack2023.1128.0657.46
ARDExit=3, Attack Type=Average attack2023.1127.7857.2
Adv. w/o DistillExit=Avg., Attack Type=Average attack2023.1127.6156.43
Adv. w/o DistillExit=2, Attack Type=Average attack2023.1127.3455.46
ARDExit=Avg., Attack Type=Average attack2023.1127.3256.23
SKDExit=5, Attack Type=Average attack2023.1126.8255.48
ARDExit=2, Attack Type=Average attack2023.1126.7656.1
Adv. w/o DistillExit=1, Attack Type=Average attack2023.1125.2253.68
ARDExit=1, Attack Type=Average attack2023.1124.4853.44
LWExit=3, Attack Type=Average attack2023.1123.5849.86
LWExit=5, Attack Type=Average attack2023.1123.349.72
LWExit=2, Attack Type=Average attack2023.1123.1248.16
LWExit=Avg., Attack Type=Average attack2023.1123.0248.79
LWExit=4, Attack Type=Average attack2023.1122.7648.64
LWExit=1, Attack Type=Average attack2023.1122.3447.56