Lossless compression on ObjectFolder
2.689Bits/ByteOmniZip-L
Evaluation results
| Method | Links | |
|---|---|---|
| OmniZip-L#Params=152M, MACs=56.0M, Speed (KB/s)=420‡, Multi Modal=true2026.02 | 2.689 | |
| TaCo-LL-96MModel parameters=96M2026.02 | 2.709 | |
| TaCo-LL-48MModel parameters=48M2026.02 | 2.923 | |
| OmniZip-M#Params=38M, MACs=18.2M, Speed (KB/s)=1015‡, Multi Modal=true2026.02 | 2.973 | |
| TaCo-LL-12MModel parameters=12M2026.02 | 3.098 | |
| DualComp-I2026.02 | 3.126 | |
| OmniZip-S#Params=4.8M, MACs=3.88M, Speed (KB/s)=1223‡, Multi Modal=true2026.02 | 3.275 | |
| P2LLM2026.02 | 3.4 | |
| Llama3*2026.02 | 3.465 | |
| WebP2026.02 | 3.612 | |
| WebP#Params=-, MACs=-, Speed (KB/s)=330′, Multi Modal=false2026.02 | 3.612 | |
| JPEG-XL2026.02 | 3.657 | |
| JPEG-XL#Params=-, MACs=-, Speed (KB/s)=970′, Multi Modal=false2026.02 | 3.657 | |
| RWKV*2026.02 | 3.718 | |
| BPG2026.02 | 3.726 | |
| BPG#Params=-, MACs=-, Speed (KB/s)=180′, Multi Modal=false2026.02 | 3.726 | |
| FLIF2026.02 | 3.765 | |
| FLIF#Params=-, MACs=-, Speed (KB/s)=652′, Multi Modal=false2026.02 | 3.765 | |
| DLPR2026.02 | 3.774 | |
| DLPR*#Params=22.3M, MACs=-, Speed (KB/s)=640, Multi Modal=false2026.02 | 3.774 | |
| L3C*#Params=5M, MACs=6.86M, Speed (KB/s)=178, Multi Modal=false2026.02 | 3.842 | |
| PNG2026.02 | 3.964 | |
| PNG#Params=-, MACs=-, Speed (KB/s)=200′, Multi Modal=false2026.02 | 3.964 | |
| zstd2026.02 | 3.966 | |
| zstd#Params=-, MACs=-, Speed (KB/s)=11000′, Multi Modal=true2026.02 | 3.966 | |
| gzip2026.02 | 3.969 | |
| gzip#Params=-, MACs=-, Speed (KB/s)=14500′, Multi Modal=true2026.02 | 3.969 | |
| JPEG20002026.02 | 3.989 | |
| JPEG2000#Params=-, MACs=-, Speed (KB/s)=5000′, Multi Modal=false2026.02 | 3.989 | |
| bzip22026.02 | 4.031 | |
| bzip2#Params=-, MACs=-, Speed (KB/s)=3300′, Multi Modal=true2026.02 | 4.031 | |
| Llama3*#Params=8B, MACs=7.80G, Speed (KB/s)=20‡, Multi Modal=true2026.02 | 4.06 | |
| RWKV*#Params=7B, MACs=7.19G, Speed (KB/s)=86‡, Multi Modal=true2026.02 | 4.118 |