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ResearchFormerly WizWand

Lossless Compression on Kodak

2.83Bits per ByteP2LLM
2.385.41758.45511.4925Sep 9, 2025Oct 7, 2025Nov 4, 2025Dec 2, 2025Dec 30, 2025Jan 27, 2026Feb 25, 2026
Updated 7mo ago

Evaluation results

MethodLinks
P2LLM#Params=8B, MACs=-, Speed (KB/s)=20‡, Multi Modal=false2026.022.83
DLPR*#Params=22.3M, MACs=-, Speed (KB/s)=640, Multi Modal=false2026.022.86
JPEG-XL#Params=-, MACs=-, Speed (KB/s)=970′, Multi Modal=false2026.022.902
FLIF#Params=-, MACs=-, Speed (KB/s)=652′, Multi Modal=false2026.022.903
OmniZip-L#Params=152M, MACs=56.0M, Speed (KB/s)=420‡, Multi Modal=true2026.022.925
OmniZip-M#Params=38M, MACs=18.2M, Speed (KB/s)=1015‡, Multi Modal=true2026.023.103
WebP#Params=-, MACs=-, Speed (KB/s)=330′, Multi Modal=false2026.023.205
L3C*#Params=5M, MACs=6.86M, Speed (KB/s)=178, Multi Modal=false2026.023.26
JPEG2000#Params=-, MACs=-, Speed (KB/s)=5000′, Multi Modal=false2026.023.301
OmniZip-S#Params=4.8M, MACs=3.88M, Speed (KB/s)=1223‡, Multi Modal=true2026.023.307
BPG#Params=-, MACs=-, Speed (KB/s)=180′, Multi Modal=false2026.023.382
gzip#Params=-, MACs=-, Speed (KB/s)=14500′, Multi Modal=true2026.024.349
PNG#Params=-, MACs=-, Speed (KB/s)=200′, Multi Modal=false2026.024.349
zstd#Params=-, MACs=-, Speed (KB/s)=11000′, Multi Modal=true2026.024.35
bzip2#Params=-, MACs=-, Speed (KB/s)=3300′, Multi Modal=true2026.024.359
Llama3*#Params=8B, MACs=7.80G, Speed (KB/s)=20‡, Multi Modal=true2026.024.862
RWKV*#Params=7B, MACs=7.19G, Speed (KB/s)=86‡, Multi Modal=true2026.024.937
SEEC2025.098.53
DLPR2025.098.58
MS-CFA2025.098.97
FLIF2025.099.04
SReC2025.099.1
Near-Lossless2025.099.12
JPEG-XL2025.099.18
JPEG20002025.099.58
WebP2025.099.62
L3C2025.099.78
JPEG-LS2025.0913.07
PNG2025.0913.44
QOI2025.0913.99
BPG2025.0914.08