Lossless Compression on LibriSpeech (test)
3.589Compression Ratio (bits/Byte)RWKV*†
Evaluation results
| Method | Links | |
|---|---|---|
| RWKV*†#Params=7B, MACs=7.19G, Speed (KB/s)=86‡, Multi Modal=true2026.02 | 3.589 | |
| Llama3*†#Params=8B, MACs=7.80G, Speed (KB/s)=20‡, Multi Modal=true2026.02 | 3.616 | |
| OmniZip-L#Params=152M, MACs=56.0M, Speed (KB/s)=420‡, Multi Modal=true2026.02 | 3.81 | |
| OmniZip-M#Params=38M, MACs=18.2M, Speed (KB/s)=1015‡, Multi Modal=true2026.02 | 3.852 | |
| OmniZip-S#Params=4.8M, MACs=3.88M, Speed (KB/s)=1223‡, Multi Modal=true2026.02 | 4.155 | |
| FLAC†Speed (KB/s)=2000′, Multi Modal=false2026.02 | 4.961 | |
| bzip2†Speed (KB/s)=3300′, Multi Modal=true2026.02 | 5.647 | |
| zstd†Speed (KB/s)=11000′, Multi Modal=true2026.02 | 6.467 | |
| gzip†Speed (KB/s)=14500′, Multi Modal=true2026.02 | 6.511 |