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ResearchFormerly WizWand

Lossless Compression on ImageNet64 (test)

3.53BPDNeLLoC (r = 3)
3.44284.03144.625.2086Mar 30, 2021Apr 25, 2021May 21, 2021Jun 17, 2021Jul 13, 2021Aug 8, 2021Sep 4, 2021
Updated 8mo ago

Evaluation results

MethodLinks
NeLLoC (r = 3)Size (MB)=2.75, Training Distribution=ImageNet32, Evaluation Protocol=OOD2021.093.53
NeLLoC (r = 1)Size (MB)=1.34, Training Distribution=ImageNet32, Evaluation Protocol=OOD2021.093.55
NeLLoC (r = 0)Size (MB)=0.49, Training Distribution=ImageNet32, Evaluation Protocol=OOD2021.093.63
NeLLoC (r = 3)Size (MB)=2.75, Training Distribution=CIFAR10, Evaluation Protocol=OOD2021.093.69
LBBEvaluation Protocol=Standard2021.033.7
LBBTraining Distribution=ImageNet64, Evaluation Protocol=ID2021.093.7
NeLLoC (r = 1)Size (MB)=1.34, Training Distribution=CIFAR10, Evaluation Protocol=OOD2021.093.74
iVPFEvaluation Protocol=Standard2021.033.75
iVPFEvaluation Protocol=Generation (trained on ImageNet32)2021.033.79
IDF++Evaluation Protocol=Standard2021.033.81
NeLLoC (r = 0)Size (MB)=0.49, Training Distribution=CIFAR10, Evaluation Protocol=OOD2021.093.86
HiLLOCSize (MB)=156.4, Training Distribution=ImageNet32, Evaluation Protocol=OOD2021.093.89
HiLLOCEvaluation Protocol=Generation (trained on ImageNet32)2021.033.9
IDFEvaluation Protocol=Standard2021.033.9
IDFSize (MB)=223.0, Training Distribution=CIFAR10, Evaluation Protocol=OOD2021.093.9
IDFEvaluation Protocol=Generation (trained on ImageNet32)2021.033.94
IDFSize (MB)=223.0, Training Distribution=ImageNet32, Evaluation Protocol=OOD2021.093.94
FLIFEvaluation Protocol=Standard2021.034.19
FLIFSize (MB)=N/A, Training Distribution=Generic2021.094.19
L3CSize (MB)=19.11, Training Distribution=ImageNet32, Evaluation Protocol=OOD2021.094.3
HiLLOCSize (MB)=156.4, Training Distribution=CIFAR10, Evaluation Protocol=OOD2021.094.46
WebPSize (MB)=N/A, Training Distribution=Generic2021.094.64
L3CSize (MB)=19.11, Training Distribution=CIFAR10, Evaluation Protocol=OOD2021.094.77
IDF++Training Distribution=ImageNet64, Evaluation Protocol=ID2021.094.81
JPEG2000Size (MB)=N/A, Training Distribution=Generic2021.095.1
PNGEvaluation Protocol=Standard2021.035.71
PNGSize (MB)=N/A, Training Distribution=Generic2021.095.71