| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DIV2K 512 | StableCodec | BD-PSNR44.03 | 90 | 4d ago | |
| Kodak24 512 | CRDR-D | PSNR30.07 | 76 | 4d ago | |
| CLIC2020 512x512 (test) | HiFiC | BD-PSNR33.29 | 66 | 3d ago | |
| Kodak | HiDE | BD-Rate (PSNR)-18.5 | 58 | 6d ago | |
| Tecnick | HiDE | BD-Rate (PSNR)-24.01 | 44 | 6d ago | |
| CLIC | DCAE | BD-Rate (PSNR)-19.7 | 37 | 6d ago | |
| LSUN (test) | BADiff | FID5.8 | 36 | 9d ago | |
| CelebA-HQ (test) | BADiff | FID7.4 | 36 | 9d ago | |
| CLIC Professional (val) | HiDE | BD-Rate (PSNR)-21.99 | 34 | 1mo ago | |
| DIV8K (Evaluation) | SmartSplat | PSNR33.26 | 32 | 1mo ago | |
| Kodak (test) | TCM + SWAtten | BD-Rate-12.54 | 32 | 1mo ago | |
| DIV16K (Evaluation) | SmartSplat | PSNR34.34 | 21 | 1mo ago | |
| Kodak | HiFiC | Encoding Time (s)0.038 | 20 | 1mo ago | |
| Kodak | DiT-IC (Ours) | BD-Rate (DISTS)-75.95 | 17 | 4d ago | |
| Kodak 1 (test) | Robust mixed loss | Cheng2020 PSNR (dB)31.6 | 17 | 1mo ago | |
| ImageNet 32 | LBB | BPD3.88 | 14 | 1mo ago | |
| Kodak24 512x512 (test) | PerCo (SD) | BD-PSNR4.95 | 13 | 4d ago | |
| CLIC 2020 | DiT-IC (Ours) | BD-rate (LPIPS)-86.73 | 13 | 1mo ago | |
| CIFAR10 | LBB | BPD3.12 | 13 | 1mo ago | |
| ImageNet 64 | iFlow | BPD3.65 | 13 | 1mo ago | |
| ImageNet 32x32 (test) | iFlow | BPD3.873 | 13 | 1mo ago | |
| DIV2K x2 (test) | PSNR30.93 | 12 | 1mo ago | ||
| CelebA (test) | Our model | BD-Rate-19 | 12 | 1mo ago | |
| DIV2K | DiT-IC (Ours) | BD-Rate (LPIPS)-83.11 | 11 | 1mo ago | |
| Tecnick (test) | ProGIC | BD-rate (LPIPS)-45.53 | 10 | 1mo ago |
