Computational Efficiency Metrics for Image Compression on Kodak
15.3Encoding Time (ms)Quad-LIC
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Quad-LICArithmetic Codec=Cpp Rans Codec [6], Params (M)=31.132025.12 | 15.3 | 8.4 | 401.91 | — | — | |
| DCVC-DCArithmetic Codec=Cpp Rans Codec [6], Params (M)=31.002025.12 | 15.7 | 22 | 217.34 | — | — | |
| Quad-LICArithmetic Codec=Compressai Rans Codec [42], Params (M)=31.132025.12 | 40.5 | 36.8 | 401.91 | — | — | |
| ELICArithmetic Codec=Compressai Rans Codec [42], Params (M)=33.792025.12 | 95.2 | 59.1 | 327.88 | — | — | |
| Minnen2018Arithmetic Codec=Compressai Rans Codec [42], Params (M)=25.52025.12 | 1,057.1 | 2,343.2 | 176.85 | — | — | |
| Cheng2020Arithmetic Codec=Compressai Rans Codec [42], Params (M)=29.632025.12 | 1,077.2 | 2,343.4 | 404.05 | — | — | |
| ARCHE2026.03 | — | — | — | 95.4 | 222 | |
| Balle et al.2026.03 | — | — | — | 11.7 | 25 | |
| Iliopoulou et al.2026.03 | — | — | — | 124.3 | 265 | |
| Minnen & Singh2026.03 | — | — | — | 121.7 | 249 | |
| Minnen et al.2026.03 | — | — | — | 95.8 | 591 |