Lossless Compression on CIFAR10
3.118BPDLBB
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| LBBflow arch.=Flow++, batch size=642021.11 | 3.118 | 3.116 | 39.86 | 16.2 | 116 | 32.4 | 112 | |
| iFlowflow arch.=Flow++, batch size=642021.11 | 3.118 | 3.116 | 34.28 | 16.2 | 21 | 32.4 | 37.7 | |
| LBB2022.04 | 3.12 | — | — | — | — | — | — | |
| iFlow2022.04 | 3.12 | — | — | — | — | — | — | |
| SHVC2022.04 | 3.16 | — | — | — | — | — | — | |
| iFlowflow arch.=iVPF, batch size=642021.11 | 3.196 | 3.195 | 7 | 5.5 | 7.1 | 5.2 | 9.7 | |
| iVPF2022.04 | 3.2 | — | — | — | — | — | — | |
| iVPFflow arch.=iVPF, batch size=642021.11 | 3.201 | 3.195 | 6 | 5.5 | 11.4 | 5.2 | 13.5 | |
| IDF++2022.04 | 3.26 | — | — | — | — | — | — | |
| IDF2022.04 | 3.34 | — | — | — | — | — | — | |
| iFlowTraining Dataset=ImageNet322022.04 | 3.36 | — | — | — | — | — | — | |
| SHVCTraining Dataset=ImageNet322022.04 | 3.41 | — | — | — | — | — | — | |
| iVPFTraining Dataset=ImageNet322022.04 | 3.49 | — | — | — | — | — | — | |
| HiLLOCTraining Dataset=ImageNet322022.04 | 3.56 | — | — | — | — | — | — | |
| IDFTraining Dataset=ImageNet322022.04 | 3.6 | — | — | — | — | — | — | |
| SHVC Lite2022.04 | 3.76 | — | — | — | — | — | — | |
| Bit-Swap2022.04 | 3.82 | — | — | — | — | — | — | |
| FLIF2022.04 | 4.19 | — | — | — | — | — | — | |
| PNG2022.04 | 5.71 | — | — | — | — | — | — | |
| JPEG-XL2022.04 | 5.74 | — | — | — | — | — | — |