Lossless Compression on ImageNet64 (test)
3.53BPDNeLLoC (r = 3)
Evaluation Results
| Method | Links | |
|---|---|---|
| NeLLoC (r = 3)Size (MB)=2.75, Training Distribution=ImageNet32, Evaluation Protocol=OOD2021.09 | 3.53 | |
| NeLLoC (r = 1)Size (MB)=1.34, Training Distribution=ImageNet32, Evaluation Protocol=OOD2021.09 | 3.55 | |
| NeLLoC (r = 0)Size (MB)=0.49, Training Distribution=ImageNet32, Evaluation Protocol=OOD2021.09 | 3.63 | |
| NeLLoC (r = 3)Size (MB)=2.75, Training Distribution=CIFAR10, Evaluation Protocol=OOD2021.09 | 3.69 | |
| LBBEvaluation Protocol=Standard2021.03 | 3.7 | |
| LBBTraining Distribution=ImageNet64, Evaluation Protocol=ID2021.09 | 3.7 | |
| NeLLoC (r = 1)Size (MB)=1.34, Training Distribution=CIFAR10, Evaluation Protocol=OOD2021.09 | 3.74 | |
| iVPFEvaluation Protocol=Standard2021.03 | 3.75 | |
| iVPFEvaluation Protocol=Generation (trained on ImageNet32)2021.03 | 3.79 | |
| IDF++Evaluation Protocol=Standard2021.03 | 3.81 | |
| NeLLoC (r = 0)Size (MB)=0.49, Training Distribution=CIFAR10, Evaluation Protocol=OOD2021.09 | 3.86 | |
| HiLLOCSize (MB)=156.4, Training Distribution=ImageNet32, Evaluation Protocol=OOD2021.09 | 3.89 | |
| HiLLOCEvaluation Protocol=Generation (trained on ImageNet32)2021.03 | 3.9 | |
| IDFEvaluation Protocol=Standard2021.03 | 3.9 | |
| IDFSize (MB)=223.0, Training Distribution=CIFAR10, Evaluation Protocol=OOD2021.09 | 3.9 | |
| IDFEvaluation Protocol=Generation (trained on ImageNet32)2021.03 | 3.94 | |
| IDFSize (MB)=223.0, Training Distribution=ImageNet32, Evaluation Protocol=OOD2021.09 | 3.94 | |
| 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 | 4.3 | |
| HiLLOCSize (MB)=156.4, Training Distribution=CIFAR10, Evaluation Protocol=OOD2021.09 | 4.46 | |
| WebPSize (MB)=N/A, Training Distribution=Generic2021.09 | 4.64 | |
| L3CSize (MB)=19.11, Training Distribution=CIFAR10, Evaluation Protocol=OOD2021.09 | 4.77 | |
| IDF++Training Distribution=ImageNet64, Evaluation Protocol=ID2021.09 | 4.81 | |
| JPEG2000Size (MB)=N/A, Training Distribution=Generic2021.09 | 5.1 | |
| PNGEvaluation Protocol=Standard2021.03 | 5.71 | |
| PNGSize (MB)=N/A, Training Distribution=Generic2021.09 | 5.71 |