Image Compression on ImageNet-1k 224x224
0.0625bppCosmos
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CosmosParameters=di16×162026.05 | 0.0625 | 19.71 | 5.334 | 8.4825 | 48.82 | 79.38 | |
| JPEG 2000Compression Ratio=250:12026.05 | 0.0978 | 20.45 | 2.08 | 4.0033 | 47.94 | 28.07 | |
| LiVeActionParameters=f16c12, Resolution=half res.2026.05 | 0.1112 | 23.647 | 3.5264 | 5.4999 | 62.57 | 62.77 | |
| LiVeActionParameters=f16c122026.05 | 0.1943 | 25.402 | 4.4948 | 6.3726 | 71.22 | 79.81 | |
| JPEG 2000Compression Ratio=100:12026.05 | 0.2402 | 23.404 | 3.1483 | 5.0364 | 60.14 | 67.67 | |
| CosmosParameters=di8×82026.05 | 0.25 | 24.334 | 8.024 | 10.808 | 70.36 | 87.08 | |
| Balle 2018 Hyperprior2026.05 | 0.3338 | 28.188 | 5.3061 | 6.8009 | 81.16 | 83.6 | |
| AVIFQuality (q)=102026.05 | 0.3373 | 24.83 | 3.7429 | 5.7411 | 69.82 | 72.99 | |
| LiVeActionParameters=f16c48, λ=0.12026.05 | 0.4868 | 27.978 | 6.1277 | 7.9186 | 82.06 | 84.63 | |
| AVIFQuality (q)=252026.05 | 0.5281 | 27.789 | 5.3463 | 7.1298 | 81.06 | 82.62 | |
| WaLLoCParameters=f8c122026.05 | 0.772 | 29.102 | 7.0447 | 8.55 | 85.29 | 85.69 | |
| LiVeActionParameters=f16c482026.05 | 0.8072 | 29.501 | 7.1563 | 8.6339 | 85.68 | 85.6 | |
| AVIFQuality (q)=502026.05 | 1.1147 | 32.299 | 8.6288 | 9.9068 | 91.44 | 86.79 | |
| JPEG 2000Compression Ratio=20:12026.05 | 1.1952 | 29.517 | 6.1171 | 7.7432 | 82.06 | 85.5 | |
| WaLLoCParameters=f8c482026.05 | 3.0067 | 35.107 | 12.12 | 13.063 | 95.29 | 88.38 | |
| LiVeActionParameters=f16c1922026.05 | 4.2843 | 36.595 | 14.87 | 15.568 | 96.4 | 88.51 |