Lossless Compression on Medical MRI Axial
4.41Bits per ByteBCM
Evaluation results
| Method | Links | |
|---|---|---|
| BCM#Params=12.5M, MACs=-, Speed (KB/s)=-, Multi Modal=false2026.02 | 4.41 | |
| OmniZip-L#Params=152M, MACs=56.0M, Speed (KB/s)=420‡, Multi Modal=true2026.02 | 4.466 | |
| OmniZip-M#Params=38M, MACs=18.2M, Speed (KB/s)=1015‡, Multi Modal=true2026.02 | 4.531 | |
| aiWave#Params=695M, MACs=-, Speed (KB/s)=40, Multi Modal=false2026.02 | 4.55 | |
| OmniZip-S#Params=4.8M, MACs=3.88M, Speed (KB/s)=1223‡, Multi Modal=true2026.02 | 4.56 | |
| JPEG-XL#Params=-, MACs=-, Speed (KB/s)=970′, Multi Modal=false2026.02 | 4.719 | |
| FLIF#Params=-, MACs=-, Speed (KB/s)=652′, Multi Modal=false2026.02 | 4.86 | |
| WebP#Params=-, MACs=-, Speed (KB/s)=330′, Multi Modal=false2026.02 | 4.944 | |
| BPG#Params=-, MACs=-, Speed (KB/s)=180′, Multi Modal=false2026.02 | 5.004 | |
| JPEG2000#Params=-, MACs=-, Speed (KB/s)=5000′, Multi Modal=false2026.02 | 5.019 | |
| L3C*#Params=5M, MACs=6.86M, Speed (KB/s)=178, Multi Modal=false2026.02 | 5.16 | |
| RWKV*#Params=7B, MACs=7.19G, Speed (KB/s)=86‡, Multi Modal=true2026.02 | 5.244 | |
| zstd#Params=-, MACs=-, Speed (KB/s)=11000′, Multi Modal=true2026.02 | 5.343 | |
| gzip#Params=-, MACs=-, Speed (KB/s)=14500′, Multi Modal=true2026.02 | 5.346 | |
| PNG#Params=-, MACs=-, Speed (KB/s)=200′, Multi Modal=false2026.02 | 5.361 | |
| bzip2#Params=-, MACs=-, Speed (KB/s)=3300′, Multi Modal=true2026.02 | 5.403 | |
| Llama3*#Params=8B, MACs=7.80G, Speed (KB/s)=20‡, Multi Modal=true2026.02 | 5.514 |