Image Compression on Tecnick (test)
-69.25BD-rate (LPIPS)FlowCodec-Qwen
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| 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 | -8.98 | 23.07 | |
| 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)=181.402026.03 | 0 | — | |
| MS-ILLMEnc.(ms)=165.38, Dec.(ms)=147.79, FLOPs(G)=599.52, Params(M)=181.402026.05 | 0 | — | |
| MS-ILLMrole=anchor2026.06 | 0 | 0 | |
| HiFiCEncoding time (ms)=526.51, Decoding time (ms)=1408.60, FLOPs (G)=599.51, Parameters (M)=181.602026.03 | 68.66 | — | |
| HiFiCEnc.(ms)=526.51, Dec.(ms)=1408.60, FLOPs(G)=599.51, Params(M)=181.602026.05 | 68.66 | — | |
| Control-GICEncoding time (ms)=103.56, Decoding time (ms)=436.26, FLOPs (G)=5816.37, Parameters (M)=130.362026.03 | 68.83 | — | |
| Control-GICEnc.(ms)=103.56, Dec.(ms)=436.26, FLOPs(G)=5816.37, Params(M)=130.362026.05 | 68.83 | — | |
| Control-GIC2026.06 | 105.8 | 146.01 | |
| DCVC-RT2026.06 | 237.52 | 586.05 | |
| VTM-23.10 (Intra)Encoding time (ms)=>9999, Decoding time (ms)=150.302026.03 | 295.19 | — | |
| H.266/VVCEnc.(ms)=>9999, Dec.(ms)=150.302026.05 | 295.19 | — | |
| VTM-23.102026.06 | 295.19 | 515.25 | |
| LIC-HPCMEncoding time (ms)=62.37, Decoding time (ms)=82.88, FLOPs (G)=732.47, Parameters (M)=68.502026.03 | 305.42 | — | |
| LIC-HPCMEnc.(ms)=62.37, Dec.(ms)=82.88, FLOPs(G)=732.47, Params(M)=68.502026.05 | 305.42 | — | |
| DCVC-RT (Intra)Encoding time (ms)=14.09, Decoding time (ms)=17.08, FLOPs (G)=382.98, Parameters (M)=45.652026.03 | 329.44 | — | |
| DCVC-RTEnc.(ms)=14.09, Dec.(ms)=17.08, FLOPs(G)=382.98, Params(M)=45.652026.05 | 329.44 | — |