Lossless Compression on ImageNet32 (test)
3.82BPDNeLLoC (r = 3)
Evaluation Results
| Method | Links | |
|---|---|---|
| NeLLoC (r = 3)Size (MB)=2.75, Training Distribution=ImageNet32, Evaluation Protocol=ID2021.09 | 3.82 | |
| NeLLoC (r = 1)Size (MB)=1.34, Training Distribution=ImageNet32, Evaluation Protocol=ID2021.09 | 3.85 | |
| LBBTraining Distribution=ImageNet32, Evaluation Protocol=ID2021.09 | 3.88 | |
| NeLLoC (r = 0)Size (MB)=0.49, Training Distribution=ImageNet32, Evaluation Protocol=ID2021.09 | 3.93 | |
| NeLLoC (r = 3)Size (MB)=2.75, Training Distribution=CIFAR10, Evaluation Protocol=OOD2021.09 | 4.02 | |
| NeLLoC (r = 1)Size (MB)=1.34, Training Distribution=CIFAR10, Evaluation Protocol=OOD2021.09 | 4.07 | |
| IDF++Training Distribution=ImageNet32, Evaluation Protocol=ID2021.09 | 4.12 | |
| IDFSize (MB)=223.0, Training Distribution=CIFAR10, Evaluation Protocol=OOD2021.09 | 4.18 | |
| IDFSize (MB)=223.0, Training Distribution=ImageNet32, Evaluation Protocol=ID2021.09 | 4.18 | |
| NeLLoC (r = 0)Size (MB)=0.49, Training Distribution=CIFAR10, Evaluation Protocol=OOD2021.09 | 4.2 | |
| HiLLOCSize (MB)=156.4, Training Distribution=ImageNet32, Evaluation Protocol=ID2021.09 | 4.2 | |
| Bit-SwapSize (MB)=44.9, Training Distribution=ImageNet32, Evaluation Protocol=ID2021.09 | 4.23 | |
| FLIFSize (MB)=N/A, Training Distribution=Generic2021.09 | 4.52 | |
| L3CSize (MB)=19.11, Training Distribution=ImageNet32, Evaluation Protocol=ID2021.09 | 4.55 | |
| WebPSize (MB)=N/A, Training Distribution=Generic2021.09 | 4.68 | |
| HiLLOCSize (MB)=156.4, Training Distribution=CIFAR10, Evaluation Protocol=OOD2021.09 | 4.89 | |
| L3CSize (MB)=19.11, Training Distribution=CIFAR10, Evaluation Protocol=OOD2021.09 | 4.97 | |
| Bit-SwapSize (MB)=44.7, Training Distribution=CIFAR10, Evaluation Protocol=OOD2021.09 | 5.37 | |
| JPEG2000Size (MB)=N/A, Training Distribution=Generic2021.09 | 5.6 | |
| PNGSize (MB)=N/A, Training Distribution=Generic2021.09 | 6.58 |