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ResearchFormerly WizWand

Image Compression on CLIC

-19.7BD-Rate (PSNR)DCAE
-21.5272-9.19363.1415.4736Feb 9, 2025Apr 18, 2025Jun 25, 2025Sep 2, 2025Nov 9, 2025Jan 16, 2026Mar 26, 2026
Updated 6mo ago

Evaluation results

MethodLinks
DCAELatency (ms) Tot.=193, Latency (ms) Enc.=93, Latency (ms) Dec.=100, GFLOPs Enc.=252, GFLOPs Dec.=305, Params=119.2M2025.04-19.7
GLICParams (M)=67.20, FLOPs (T)=2.48, Enc-Lat. (s)=0.617, Dec-Lat. (s)=0.395, Peak-Mem. (G)=5.46, Resolution=2K2026.03-18.71
DCAEParams (M)=119.22, FLOPs (T)=2.28, Enc-Lat. (s)=0.428, Dec-Lat. (s)=0.449, Peak-Mem. (G)=5.59, Resolution=2K2026.03-16.91
MLIC++Latency (ms) Tot.=772, Latency (ms) Enc.=362, Latency (ms) Dec.=410, GFLOPs Enc.=222, GFLOPs Dec.=300, Params=116.5M2025.04-16.9
MLIC+2025.04-16.4
MambaICParams (M)=157.09, FLOPs (T)=5.56, Enc-Lat. (s)=1.436, Dec-Lat. (s)=0.669, Peak-Mem. (G)=20.32, Resolution=2K2026.03-15.73
LALICParams (M)=63.24, FLOPs (T)=2.53, Enc-Lat. (s)=0.779, Dec-Lat. (s)=0.362, Peak-Mem. (G)=3.89, Resolution=2K2026.03-15.47
LALICEnc(s)=0.274, Dec(s)=0.15, Mem(G)=0.841, FLOPs(G)=286.16, Params(M)=63.242025.02-15.41
HPCMParams (M)=68.50, FLOPs (T)=2.00, Enc-Lat. (s)=0.532, Dec-Lat. (s)=0.498, Peak-Mem. (G)=5.89, Resolution=2K2026.03-15.02
CCALatency (ms) Tot.=223, Latency (ms) Enc.=122, Latency (ms) Dec.=101, GFLOPs Enc.=277, GFLOPs Dec.=394, Params=64.9M2025.04-14.5
MLIC++Enc(s)=0.19, Dec(s)=0.268, Mem(G)=0.63, FLOPs(G)=443.17, Params(M)=83.272025.02-14.45
MLIC++Params (M)=116.48, FLOPs (T)=2.64, Enc-Lat. (s)=0.508, Dec-Lat. (s)=0.547, Peak-Mem. (G)=2.08, Resolution=2K2026.03-14.41
FTICGFLOPs Enc.=127, GFLOPs Dec.=355, Params=71.0M2025.04-13.6
TCMLatency (ms) Tot.=293, Latency (ms) Enc.=142, Latency (ms) Dec.=151, GFLOPs Enc.=307, GFLOPs Dec.=441, Params=75.9M2025.04-12
CCAParams (M)=64.89, FLOPs (T)=3.28, Enc-Lat. (s)=0.526, Dec-Lat. (s)=0.385, Peak-Mem. (G)=5.04, Resolution=2K2026.03-11.93
FATEnc(s)=0.14, Dec(s)=10, Mem(G)=1.076, FLOPs(G)=245.46, Params(M)=69.782025.02-10.79
FTICParams (M)=69.78, FLOPs (T)=2.38, Enc-Lat. (s)=>10, Dec-Lat. (s)=>10, Peak-Mem. (G)=4.90, Resolution=2K2026.03-10.7
WeConveneLatency (ms) Tot.=545, Latency (ms) Enc.=275, Latency (ms) Dec.=271, GFLOPs Enc.=702, GFLOPs Dec.=320, Params=105.5M2025.04-10.1
TCM-largeEnc(s)=0.157, Dec(s)=0.151, Mem(G)=1.698, FLOPs(G)=700.66, Params(M)=75.92025.02-9.41
TCM-LParams (M)=75.89, FLOPs (T)=3.74, Enc-Lat. (s)=0.647, Dec-Lat. (s)=0.542, Peak-Mem. (G)=7.73, Resolution=2K2026.03-9.1
WeConveneParams (M)=105.51, FLOPs (T)=4.82, Enc-Lat. (s)=1.264, Dec-Lat. (s)=1.293, Peak-Mem. (G)=4.53, Resolution=2K2026.03-7.55
WACNNLatency (ms) Tot.=193, Latency (ms) Enc.=80, Latency (ms) Dec.=113, GFLOPs Enc.=138, GFLOPs Dec.=231, Params=75.0M2025.04-4.4
STFLatency (ms) Tot.=233, Latency (ms) Enc.=102, Latency (ms) Dec.=131, GFLOPs Enc.=143, GFLOPs Dec.=161, Params=99.8M2025.04-4.1
ELICParams (M)=33.29, FLOPs (T)=1.74, Enc-Lat. (s)=0.583, Dec-Lat. (s)=0.335, Peak-Mem. (G)=1.50, Resolution=2K2026.03-1.2
ELICEnc(s)=0.237, Dec(s)=0.12, Mem(G)=0.373, FLOPs(G)=332.42, Params(M)=33.292025.02-1.19
VTM-9.1Enc(s)=171.633, Dec(s)=0.1772025.020
VVC2025.040
VTM-9.1Resolution=2K2026.030
VTM-23.13Dec. (s/img)=0.1892025.110
InvCompressParams (M)=50.03, Dec. (s/img)=1.7582025.118.28
WeConveneParams (M)=107.15, Dec. (s/img)=0.0222025.1115.68
TCMParams (M)=45.18, Dec. (s/img)=0.0352025.1116.16
FTICParams (M)=70.96, Dec. (s/img)=0.0522025.1117.9
HCFSSNetParams (M)=80.97, Dec. (s/img)=0.3262025.1122.44
MLIC++Params (M)=116.72, Dec. (s/img)=0.0212025.1122.71
CCAParams (M)=64.99, Dec. (s/img)=0.0632025.1123.25
MambaICParams (M)=123.81, Dec. (s/img)=0.1772025.1125.98