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Lossless compression on TouchandGo

0.447Bits/ByteTaCo-LL-96M
0.363960.924481.4852.04552Feb 10, 2026Feb 12, 2026Feb 15, 2026Feb 17, 2026Feb 20, 2026Feb 22, 2026Feb 25, 2026
Updated 8mo ago

Evaluation results

MethodLinks
TaCo-LL-96MModel parameters=96M2026.020.447
TaCo-LL-48MModel parameters=48M2026.020.504
TaCo-LL-12MModel parameters=12M2026.020.622
JPEG-XL2026.020.739
WebP#Params=-, MACs=-, Speed (KB/s)=330′, Multi Modal=false2026.020.739
JPEG-XL#Params=-, MACs=-, Speed (KB/s)=970′, Multi Modal=false2026.020.739
FLIF2026.020.808
FLIF#Params=-, MACs=-, Speed (KB/s)=652′, Multi Modal=false2026.020.808
WebP2026.020.936
BPG#Params=-, MACs=-, Speed (KB/s)=180′, Multi Modal=false2026.020.936
DualComp-I2026.020.948
OmniZip-L#Params=152M, MACs=56.0M, Speed (KB/s)=420‡, Multi Modal=true2026.020.987
DLPR2026.021.082
DLPR*#Params=22.3M, MACs=-, Speed (KB/s)=640, Multi Modal=false2026.021.082
OmniZip-M#Params=38M, MACs=18.2M, Speed (KB/s)=1015‡, Multi Modal=true2026.021.11
P2LLM2026.021.212
BPG2026.021.293
OmniZip-S#Params=4.8M, MACs=3.88M, Speed (KB/s)=1223‡, Multi Modal=true2026.021.338
L3C*#Params=5M, MACs=6.86M, Speed (KB/s)=178, Multi Modal=false2026.021.35
JPEG20002026.021.552
JPEG2000#Params=-, MACs=-, Speed (KB/s)=5000′, Multi Modal=false2026.021.552
Llama3*2026.022.055
RWKV*2026.022.223
zstd2026.022.263
zstd#Params=-, MACs=-, Speed (KB/s)=11000′, Multi Modal=true2026.022.263
bzip22026.022.288
bzip2#Params=-, MACs=-, Speed (KB/s)=3300′, Multi Modal=true2026.022.288
gzip2026.022.298
gzip#Params=-, MACs=-, Speed (KB/s)=14500′, Multi Modal=true2026.022.298
Llama3*#Params=8B, MACs=7.80G, Speed (KB/s)=20‡, Multi Modal=true2026.022.455
PNG2026.022.5
PNG#Params=-, MACs=-, Speed (KB/s)=200′, Multi Modal=false2026.022.5
RWKV*#Params=7B, MACs=7.19G, Speed (KB/s)=86‡, Multi Modal=true2026.022.523