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ResearchFormerly WizWand

Image Compression on Kodak (BD-Rate)

-55.9BD-RateTCM†
-59.2152-36.8376-14.467.9176May 27, 2026May 30, 2026Jun 3, 2026Jun 7, 2026Jun 11, 2026Jun 15, 2026Jun 19, 2026
Updated 4mo ago

Evaluation results

MethodLinks
TCM†GMACs (Enc.)=53.6, GMACs (Dec.)=71.5, #Params (M)=45.0(-0.44%), #Train.Params (M)=45.0, #Act.Params (M)=44.932026.06-55.9
TinyLIC†GMACs (Enc.)=31.0, GMACs (Dec.)=30.7, #Params (M)=25.11(-11.4%), #Train.Params (M)=25.11, #Act.Params (M)=24.542026.06-52.58
TCMGMACs (Enc.)=57.4, GMACs (Dec.)=75.3, #Params (M)=45.2, #Train.Params (M)=45.2, #Act.Params (M)=44.932026.06-50.82
TinyLICGMACs (Enc.)=45.0, GMACs (Dec.)=44.8, #Params (M)=28.34, #Train.Params (M)=28.34, #Act.Params (M)=28.342026.06-48.6
ChWDTA (8-slice, default)Enc. Time (ms)=102, Dec. Time (ms)=123, kMACs/pixel=1204.68, Params (M)=189.12026.05-17.82
ChWDTA (4-slice)Enc. Time (ms)=86, Dec. Time (ms)=101, kMACs/pixel=913.65, Params (M)=113.02026.05-17.24
DCAEEnc. Time (ms)=87, Dec. Time (ms)=97, kMACs/pixel=937.09, Params (M)=119.42026.05-16.98
LALICEnc. Time (ms)=189.0, Dec. Time (ms)=95.4, kMACs/pixel=667.26, Params (M)=66.132026.05-15.26
MLIC++Enc. Time (ms)=360, Dec. Time (ms)=408, kMACs/pixel=1282.81, Params (M)=116.722026.05-15.02
FATEnc. Time (ms)=>1000, Dec. Time (ms)=>1000, kMACs/pixel=1096.04, Params (M)=70.962026.05-14.56
TCM†GMACs (Enc.)=53.6, GMACs (Dec.)=71.5, #Params (M)=45.0(-0.44%), #Train.Params (M)=45.0, #Act.Params (M)=44.932026.06-11.87
TCMEnc. Time (ms)=114, Dec. Time (ms)=126, kMACs/pixel=1823.58, Params (M)=76.572026.05-11.73
TinyLIC†GMACs (Enc.)=31.0, GMACs (Dec.)=30.7, #Params (M)=25.11(-11.4%), #Train.Params (M)=25.11, #Act.Params (M)=24.542026.06-11.54
WeConveneEnc. Time (ms)=222, Dec. Time (ms)=223, kMACs/pixel=2343.11, Params (M)=107.152026.05-8.35
ELICEnc. Time (ms)=97, Dec. Time (ms)=103, kMACs/pixel=573.88, Params (M)=36.932026.05-7.88
TCMGMACs (Enc.)=57.4, GMACs (Dec.)=75.3, #Params (M)=45.2, #Train.Params (M)=45.2, #Act.Params (M)=45.182026.06-5.45
STFEnc. Time (ms)=106, Dec. Time (ms)=107, kMACs/pixel=511.17, Params (M)=99.862026.05-4.13
TinyLICGMACs (Enc.)=45.0, GMACs (Dec.)=44.8, #Params (M)=28.34, #Train.Params (M)=28.34, #Act.Params (M)=28.342026.06-3.42
TIC†GMACs (Enc.)=19.8, GMACs (Dec.)=19.7, #Params (M)=7.17(-4.5%), #Train.Params (M)=7.17, #Act.Params (M)=6.252026.0615.44
TICGMACs (Enc.)=28.4, GMACs (Dec.)=28.2, #Params (M)=7.51, #Train.Params (M)=7.51, #Act.Params (M)=7.512026.0626.98