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ResearchFormerly WizWand

Image Classification on Average 9 datasets (test)

81.97AccuracyDSPT
53.713261.049168.38575.7209May 1, 2026
Updated 6mo ago

Evaluation results

MethodLinks
DSPTNoise Type=PAIR, Noise Rate=20%2026.0581.97
NLPromptNoise Type=PAIR, Noise Rate=20%2026.0581.56
DSPTNoise Type=SYM, Noise Rate=40%2026.0581.1
NLPromptNoise Type=PAIR, Noise Rate=30%2026.0580.79
DSPTNoise Type=PAIR, Noise Rate=30%2026.0580.67
NLPromptNoise Type=SYM, Noise Rate=40%2026.0580.56
DSPTNoise Type=PAIR, Noise Rate=40%2026.0579.25
DSPTNoise Type=SYM, Noise Rate=60%2026.0579.19
CoOpNoise Type=SYM, Noise Rate=40%2026.0578.09
NLPromptNoise Type=PAIR, Noise Rate=40%2026.0577.73
NLPromptNoise Type=SYM, Noise Rate=60%2026.0577.43
CoOpNoise Type=PAIR, Noise Rate=20%2026.0574.46
DSPTNoise Type=SYM, Noise Rate=80%2026.0574.22
CoOpNoise Type=SYM, Noise Rate=60%2026.0572.67
NLPromptNoise Type=SYM, Noise Rate=80%2026.0568.82
CoOpNoise Type=PAIR, Noise Rate=30%2026.0565.97
ZeroShotzero-shot=true2026.0562.5
CoOpNoise Type=SYM, Noise Rate=80%2026.0557.77
CoOpNoise Type=PAIR, Noise Rate=40%2026.0554.8