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Lossless Compression on CIFAR10 (test)

3.12Bits Per Dimension (BPD)LBB
3.013.75254.4955.2375Mar 30, 2021Apr 25, 2021May 21, 2021Jun 17, 2021Jul 13, 2021Aug 8, 2021Sep 4, 2021
Updated 8mo ago

Evaluation results

MethodLinks
LBBEvaluation Protocol=Standard2021.033.12
LBBTraining Distribution=CIFAR10, Evaluation Protocol=ID2021.093.12
iVPFEvaluation Protocol=Standard2021.033.2
NeLLoC (r = 3)Size (MB)=2.75, Training Distribution=CIFAR10, Evaluation Protocol=ID2021.093.25
IDF++Evaluation Protocol=Standard2021.033.26
IDF++Training Distribution=CIFAR10, Evaluation Protocol=ID2021.093.26
NeLLoC (r = 1)Size (MB)=1.34, Training Distribution=CIFAR10, Evaluation Protocol=ID2021.093.28
HiLLOCSize (MB)=156.4, Training Distribution=CIFAR10, Evaluation Protocol=ID2021.093.32
IDFEvaluation Protocol=Standard2021.033.34
IDFSize (MB)=223.0, Training Distribution=CIFAR10, Evaluation Protocol=ID2021.093.34
NeLLoC (r = 0)Size (MB)=0.49, Training Distribution=CIFAR10, Evaluation Protocol=ID2021.093.38
L3CSize (MB)=19.11, Training Distribution=CIFAR10, Evaluation Protocol=ID2021.093.39
iVPFEvaluation Protocol=Generation (trained on ImageNet32)2021.033.49
NeLLoC (r = 3)Size (MB)=2.75, Training Distribution=ImageNet32, Evaluation Protocol=OOD2021.093.51
HiLLOCEvaluation Protocol=Generation (trained on ImageNet32)2021.033.56
HiLLOCSize (MB)=156.4, Training Distribution=ImageNet32, Evaluation Protocol=OOD2021.093.56
NeLLoC (r = 1)Size (MB)=1.34, Training Distribution=ImageNet32, Evaluation Protocol=OOD2021.093.56
IDFEvaluation Protocol=Generation (trained on ImageNet32)2021.033.6
IDFSize (MB)=223.0, Training Distribution=ImageNet32, Evaluation Protocol=OOD2021.093.6
NeLLoC (r = 0)Size (MB)=0.49, Training Distribution=ImageNet32, Evaluation Protocol=OOD2021.093.64
Bit-SwapSize (MB)=44.7, Training Distribution=CIFAR10, Evaluation Protocol=ID2021.093.78
Bit-SwapEvaluation Protocol=Standard2021.033.82
Bit-SwapSize (MB)=44.9, Training Distribution=ImageNet32, Evaluation Protocol=OOD2021.093.97
FLIFEvaluation Protocol=Standard2021.034.19
FLIFSize (MB)=N/A, Training Distribution=Generic2021.094.19
L3CSize (MB)=19.11, Training Distribution=ImageNet32, Evaluation Protocol=OOD2021.094.34
WebPSize (MB)=N/A, Training Distribution=Generic2021.094.61
JPEG2000Size (MB)=N/A, Training Distribution=Generic2021.095.56
PNGEvaluation Protocol=Standard2021.035.87
PNGSize (MB)=N/A, Training Distribution=Generic2021.095.87