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ResearchFormerly WizWand

Image Compression on Tecnick (test)

-69.25BD-rate (LPIPS)FlowCodec-Qwen
-85.197622.4487130.095237.7413Mar 3, 2026Mar 21, 2026Apr 8, 2026Apr 26, 2026May 14, 2026Jun 1, 2026Jun 19, 2026
Updated 4mo ago

Evaluation results

MethodLinks
FlowCodec-QwenBackbone=Qwen2026.06-69.25-71.18
OneDC2026.06-66.67-65.09
StableCodec2026.06-65.5-65.03
FlowCodec-FLUXBackbone=FLUX2026.06-62.03-64.13
DLF2026.06-61.64-58.99
GLC2026.06-57.51-48.98
EF-LICEnc.(ms)=17.62, Dec.(ms)=13.72, FLOPs(G)=279.61, Params(M)=35.742026.05-55.46—
ProGICEncoding time (ms)=7.64, Decoding time (ms)=10.99, FLOPs (G)=333.38, Parameters (M)=33.112026.03-45.53—
ResULIC2026.06-41.43-32.76
EF-LIC-sEnc.(ms)=9.94, Dec.(ms)=6.26, FLOPs(G)=179.19, Params(M)=11.512026.05-38.23—
ProGIC-sEncoding time (ms)=6.13, Decoding time (ms)=7.66, FLOPs (G)=108.28, Parameters (M)=14.442026.03-37.86—
RDEIC2026.06-31.46-3.22
RDEICEnc.(ms)=157.25, Dec.(ms)=426.68, FLOPs(G)=7767.46, Params(M)=1380.272026.05-31.36—
DiffEICEncoding time (ms)=210.18, Decoding time (ms)=4661.74, FLOPs (G)=57339.93, Parameters (M)=1379.502026.03-9.96—
DiffEICEnc.(ms)=210.18, Dec.(ms)=4661.74, FLOPs(G)=57339.93, Params(M)=1379.502026.05-9.96—
DiffEIC2026.06-8.9823.07
OSCAREncoding time (ms)=53.04, Decoding time (ms)=167.56, FLOPs (G)=6485.61, Parameters (M)=1009.302026.03-5.76—
OSCAREnc.(ms)=53.04, Dec.(ms)=167.56, FLOPs(G)=6485.61, Params(M)=1009.302026.05-5.76—
OSCAR2026.06-5.39-4.96
MS-ILLMEncoding time (ms)=165.38, Decoding time (ms)=147.79, FLOPs (G)=599.52, Parameters (M)=181.402026.030—
MS-ILLMEnc.(ms)=165.38, Dec.(ms)=147.79, FLOPs(G)=599.52, Params(M)=181.402026.050—
MS-ILLMrole=anchor2026.0600
HiFiCEncoding time (ms)=526.51, Decoding time (ms)=1408.60, FLOPs (G)=599.51, Parameters (M)=181.602026.0368.66—
HiFiCEnc.(ms)=526.51, Dec.(ms)=1408.60, FLOPs(G)=599.51, Params(M)=181.602026.0568.66—
Control-GICEncoding time (ms)=103.56, Decoding time (ms)=436.26, FLOPs (G)=5816.37, Parameters (M)=130.362026.0368.83—
Control-GICEnc.(ms)=103.56, Dec.(ms)=436.26, FLOPs(G)=5816.37, Params(M)=130.362026.0568.83—
Control-GIC2026.06105.8146.01
DCVC-RT2026.06237.52586.05
VTM-23.10 (Intra)Encoding time (ms)=>9999, Decoding time (ms)=150.302026.03295.19—
H.266/VVCEnc.(ms)=>9999, Dec.(ms)=150.302026.05295.19—
VTM-23.102026.06295.19515.25
LIC-HPCMEncoding time (ms)=62.37, Decoding time (ms)=82.88, FLOPs (G)=732.47, Parameters (M)=68.502026.03305.42—
LIC-HPCMEnc.(ms)=62.37, Dec.(ms)=82.88, FLOPs(G)=732.47, Params(M)=68.502026.05305.42—
DCVC-RT (Intra)Encoding time (ms)=14.09, Decoding time (ms)=17.08, FLOPs (G)=382.98, Parameters (M)=45.652026.03329.44—
DCVC-RTEnc.(ms)=14.09, Dec.(ms)=17.08, FLOPs(G)=382.98, Params(M)=45.652026.05329.44—