Lossless Compression on CIFAR10 (test)
3.12Bits Per Dimension (BPD)LBB
Evaluation Results
| Method | Links | |
|---|---|---|
| LBBEvaluation Protocol=Standard2021.03 | 3.12 | |
| LBBTraining Distribution=CIFAR10, Evaluation Protocol=ID2021.09 | 3.12 | |
| iVPFEvaluation Protocol=Standard2021.03 | 3.2 | |
| NeLLoC (r = 3)Size (MB)=2.75, Training Distribution=CIFAR10, Evaluation Protocol=ID2021.09 | 3.25 | |
| IDF++Evaluation Protocol=Standard2021.03 | 3.26 | |
| IDF++Training Distribution=CIFAR10, Evaluation Protocol=ID2021.09 | 3.26 | |
| NeLLoC (r = 1)Size (MB)=1.34, Training Distribution=CIFAR10, Evaluation Protocol=ID2021.09 | 3.28 | |
| HiLLOCSize (MB)=156.4, Training Distribution=CIFAR10, Evaluation Protocol=ID2021.09 | 3.32 | |
| IDFEvaluation Protocol=Standard2021.03 | 3.34 | |
| IDFSize (MB)=223.0, Training Distribution=CIFAR10, Evaluation Protocol=ID2021.09 | 3.34 | |
| NeLLoC (r = 0)Size (MB)=0.49, Training Distribution=CIFAR10, Evaluation Protocol=ID2021.09 | 3.38 | |
| L3CSize (MB)=19.11, Training Distribution=CIFAR10, Evaluation Protocol=ID2021.09 | 3.39 | |
| iVPFEvaluation Protocol=Generation (trained on ImageNet32)2021.03 | 3.49 | |
| NeLLoC (r = 3)Size (MB)=2.75, Training Distribution=ImageNet32, Evaluation Protocol=OOD2021.09 | 3.51 | |
| HiLLOCEvaluation Protocol=Generation (trained on ImageNet32)2021.03 | 3.56 | |
| HiLLOCSize (MB)=156.4, Training Distribution=ImageNet32, Evaluation Protocol=OOD2021.09 | 3.56 | |
| NeLLoC (r = 1)Size (MB)=1.34, Training Distribution=ImageNet32, Evaluation Protocol=OOD2021.09 | 3.56 | |
| IDFEvaluation Protocol=Generation (trained on ImageNet32)2021.03 | 3.6 | |
| IDFSize (MB)=223.0, Training Distribution=ImageNet32, Evaluation Protocol=OOD2021.09 | 3.6 | |
| NeLLoC (r = 0)Size (MB)=0.49, Training Distribution=ImageNet32, Evaluation Protocol=OOD2021.09 | 3.64 | |
| Bit-SwapSize (MB)=44.7, Training Distribution=CIFAR10, Evaluation Protocol=ID2021.09 | 3.78 | |
| Bit-SwapEvaluation Protocol=Standard2021.03 | 3.82 | |
| Bit-SwapSize (MB)=44.9, Training Distribution=ImageNet32, Evaluation Protocol=OOD2021.09 | 3.97 | |
| FLIFEvaluation Protocol=Standard2021.03 | 4.19 | |
| FLIFSize (MB)=N/A, Training Distribution=Generic2021.09 | 4.19 | |
| L3CSize (MB)=19.11, Training Distribution=ImageNet32, Evaluation Protocol=OOD2021.09 | 4.34 | |
| WebPSize (MB)=N/A, Training Distribution=Generic2021.09 | 4.61 | |
| JPEG2000Size (MB)=N/A, Training Distribution=Generic2021.09 | 5.56 | |
| PNGEvaluation Protocol=Standard2021.03 | 5.87 | |
| PNGSize (MB)=N/A, Training Distribution=Generic2021.09 | 5.87 |