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ResearchFormerly WizWand

Image Generation on AFHQ v1 (test)

5.12FIDEMA
-15.0352121.0124257.06393.1076Sep 30, 2025
Updated 7mo ago

Evaluation results

MethodLinks
EMAlearning rate=2.5·10−5, batch size=8, Codebook bits=82025.095.12
EMAlearning rate=2.5·10−5, batch size=8, Codebook bits=102025.095.23
STElearning rate=2.5·10−5, batch size=8, Codebook bits=92025.095.24
SF-DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=92025.095.4
STElearning rate=2.5·10−5, batch size=8, Codebook bits=102025.095.41
STElearning rate=2.5·10−5, batch size=8, Codebook bits=82025.095.45
RTlearning rate=2.5·10−5, batch size=8, Codebook bits=122025.095.54
RTlearning rate=2.5·10−5, batch size=8, Codebook bits=102025.095.55
EMAlearning rate=2.5·10−5, batch size=8, Codebook bits=92025.095.56
DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=92025.095.63
SF-DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=82025.095.63
SF-DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=102025.095.69
DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=102025.095.78
DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=82025.096.3
RTlearning rate=2.5·10−5, batch size=8, Codebook bits=92025.096.31
STElearning rate=2.5·10−5, batch size=8, Codebook bits=122025.096.48
STElearning rate=2.5·10−4, batch size=32, Codebook bits=92025.096.5
EMAlearning rate=2.5·10−4, batch size=32, Codebook bits=92025.096.6
EMAlearning rate=2.5·10−4, batch size=32, Codebook bits=82025.096.68
DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=102025.096.75
DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=92025.096.82
SF-DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=122025.096.86
SF-DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=102025.096.87
RTlearning rate=2.5·10−5, batch size=8, Codebook bits=82025.096.88
EMAlearning rate=2.5·10−4, batch size=32, Codebook bits=102025.096.89
EMAlearning rate=2.5·10−5, batch size=8, Codebook bits=122025.096.95
SF-DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=92025.097.04
DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=122025.097.33
DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=82025.097.6
STElearning rate=2.5·10−4, batch size=32, Codebook bits=122025.097.91
SF-DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=82025.097.95
SF-DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=122025.098.39
DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=122025.098.49
EMAlearning rate=2.5·10−4, batch size=32, Codebook bits=122025.098.59
ST-GSlearning rate=2.5·10−5, batch size=8, Codebook bits=122025.0914.4
ST-GSlearning rate=2.5·10−5, batch size=8, Codebook bits=102025.0920.9
ST-GSlearning rate=2.5·10−5, batch size=8, Codebook bits=92025.0926.5
ST-GSlearning rate=2.5·10−5, batch size=8, Codebook bits=82025.0931.3
NSVQlearning rate=2.5·10−4, batch size=32, Codebook bits=122025.0945
NSVQlearning rate=2.5·10−5, batch size=8, Codebook bits=122025.0947.1
NSVQlearning rate=2.5·10−4, batch size=32, Codebook bits=102025.0953
RTlearning rate=2.5·10−4, batch size=32, Codebook bits=122025.0956.3
NSVQlearning rate=2.5·10−4, batch size=32, Codebook bits=92025.0964
NSVQlearning rate=2.5·10−4, batch size=32, Codebook bits=82025.0970
NSVQlearning rate=2.5·10−5, batch size=8, Codebook bits=102025.0972.2
NSVQlearning rate=2.5·10−5, batch size=8, Codebook bits=92025.0981.3
NSVQlearning rate=2.5·10−5, batch size=8, Codebook bits=82025.0992
ST-GSlearning rate=2.5·10−4, batch size=32, Codebook bits=122025.09224
ST-GSlearning rate=2.5·10−4, batch size=32, Codebook bits=102025.09231
RTlearning rate=2.5·10−4, batch size=32, Codebook bits=92025.09248
STElearning rate=2.5·10−4, batch size=32, Codebook bits=82025.09250
RTlearning rate=2.5·10−4, batch size=32, Codebook bits=82025.09250
STElearning rate=2.5·10−4, batch size=32, Codebook bits=102025.09253
RTlearning rate=2.5·10−4, batch size=32, Codebook bits=102025.09288
ST-GSlearning rate=2.5·10−4, batch size=32, Codebook bits=82025.09302
ST-GSlearning rate=2.5·10−4, batch size=32, Codebook bits=92025.09509