Image Compression on CLIC 2020 (test)
-70.48BD-Rate (LPIPS)FlowCodec-Qwen
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FlowCodec-QwenBackbone=Qwen2026.06 | -70.48 | — | — | — | -70.66 | |
| OneDC2026.06 | -69.79 | — | — | — | -64.72 | |
| StableCodec2026.06 | -65.9 | — | — | — | -64.13 | |
| DLF2026.06 | -64.5 | — | — | — | -54.48 | |
| EF-LICEnc.(ms)=17.62, Dec.(ms)=13.72, FLOPs(G)=279.61, Params(M)=35.742026.05 | -63.22 | — | — | — | — | |
| GLC2026.06 | -61.02 | — | — | — | -45.58 | |
| EF-LIC-sEnc.(ms)=9.94, Dec.(ms)=6.26, FLOPs(G)=179.19, Params(M)=11.512026.05 | -42.1 | — | — | — | — | |
| FlowCodec-FLUXBackbone=FLUX2026.06 | -42.01 | — | — | — | -43.63 | |
| ResULIC2026.06 | -35.27 | — | — | — | -12.42 | |
| RDEICEnc.(ms)=157.25, Dec.(ms)=426.68, FLOPs(G)=7767.46, Params(M)=1380.272026.05 | -20.44 | — | — | — | — | |
| RDEIC2026.06 | -19.05 | — | — | — | 13.63 | |
| 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 | |
| DiffEICEnc.(ms)=210.18, Dec.(ms)=4661.74, FLOPs(G)=57339.93, Params(M)=1379.502026.05 | 4.34 | — | — | — | — | |
| DiffEIC2026.06 | 6.66 | — | — | — | 59.58 | |
| OSCAREnc.(ms)=53.04, Dec.(ms)=167.56, FLOPs(G)=6485.61, Params(M)=1009.302026.05 | 18.76 | — | — | — | — | |
| OSCAR2026.06 | 18.76 | — | — | — | 36.02 | |
| HiFiCEnc.(ms)=526.51, Dec.(ms)=1408.60, FLOPs(G)=599.51, Params(M)=181.602026.05 | 86.45 | — | — | — | — | |
| Control-GICEnc.(ms)=103.56, Dec.(ms)=436.26, FLOPs(G)=5816.37, Params(M)=130.362026.05 | 136.25 | — | — | — | — | |
| Control-GIC2026.06 | 173.71 | — | — | — | 212.59 | |
| H.266/VVCEnc.(ms)=>9999, Dec.(ms)=150.302026.05 | 498.64 | — | — | — | — | |
| VTM-23.102026.06 | 498.64 | — | — | — | 724.83 | |
| DCVC-RT2026.06 | 538.81 | — | — | — | 960.16 | |
| DCVC-RTEnc.(ms)=14.09, Dec.(ms)=17.08, FLOPs(G)=382.98, Params(M)=45.652026.05 | 584.41 | — | — | — | — | |
| LIC-HPCMEnc.(ms)=62.37, Dec.(ms)=82.88, FLOPs(G)=732.47, Params(M)=68.502026.05 | 745.04 | — | — | — | — | |
| DiffC2026.02 | — | 0 | 0 | 0 | — | |
| DiffEIC2026.02 | — | 217.89 | 160.41 | 107.77 | — | |
| Dual-Representation Image Compression2026.02 | — | -20.89 | -23.76 | -61.99 | — | |
| GLC2026.02 | — | -20.09 | -18.29 | -5.69 | — | |
| MS-ILLM2026.02 | — | 82.73 | 66.81 | 91.12 | — | |
| OSCAR2026.02 | — | 87.75 | 249.86 | 336.84 | — | |
| PerCo2026.02 | — | 395.8 | 227.85 | 407.13 | — | |
| RDEIC2026.02 | — | 78.86 | 67.04 | 94.91 | — | |
| ResULIC2026.02 | — | 53.15 | — | 9.15 | — |