Image Compression on CelebA-HQ (test)
7.4FIDBADiff
Evaluation Results
| Method | Links | |
|---|---|---|
| BADiffBackbone=DDPM-1k, Bitrate budget=High2025.10 | 7.4 | |
| BADiffBackbone=LDM-200, Bitrate budget=High2025.10 | 8.5 | |
| DDPM + LICBackbone=DDPM-1k, Bitrate budget=High2025.10 | 9.4 | |
| LDM + LICBackbone=LDM-200, Bitrate budget=High2025.10 | 10.3 | |
| DDPM + BPGBackbone=DDPM-1k, Bitrate budget=High2025.10 | 10.9 | |
| BADiffBackbone=DDPM-1k, Bitrate budget=Med2025.10 | 11.8 | |
| LDM + BPGBackbone=LDM-200, Bitrate budget=High2025.10 | 11.8 | |
| BADiffBackbone=LDM-200, Bitrate budget=Med2025.10 | 13 | |
| DPM-Solver + LICBackbone=DDPM-1k, Bitrate budget=High2025.10 | 13.1 | |
| PNDM + LICBackbone=DDPM-1k, Bitrate budget=High2025.10 | 13.7 | |
| DPM-Solver + LICBackbone=LDM-200, Bitrate budget=High2025.10 | 13.9 | |
| PNDM + LICBackbone=LDM-200, Bitrate budget=High2025.10 | 14.4 | |
| DDPM + LICBackbone=DDPM-1k, Bitrate budget=Med2025.10 | 14.5 | |
| LDM + LICBackbone=LDM-200, Bitrate budget=Med2025.10 | 16 | |
| DDPM + BPGBackbone=DDPM-1k, Bitrate budget=Med2025.10 | 16.2 | |
| Early-Stop + LICBackbone=DDPM-1k, Bitrate budget=High2025.10 | 16.3 | |
| Early-Stop + LICBackbone=LDM-200, Bitrate budget=High2025.10 | 17 | |
| LDM + BPGBackbone=LDM-200, Bitrate budget=Med2025.10 | 17.8 | |
| DPM-Solver + LICBackbone=DDPM-1k, Bitrate budget=Med2025.10 | 18.1 | |
| PNDM + LICBackbone=DDPM-1k, Bitrate budget=Med2025.10 | 18.9 | |
| DPM-Solver + LICBackbone=LDM-200, Bitrate budget=Med2025.10 | 19.6 | |
| PNDM + LICBackbone=LDM-200, Bitrate budget=Med2025.10 | 20.2 | |
| Early-Stop + LICBackbone=DDPM-1k, Bitrate budget=Med2025.10 | 21.4 | |
| BADiffBackbone=DDPM-1k, Bitrate budget=Low2025.10 | 21.7 | |
| BADiffBackbone=LDM-200, Bitrate budget=Low2025.10 | 22.9 | |
| Early-Stop + LICBackbone=LDM-200, Bitrate budget=Med2025.10 | 23.1 | |
| DDPM + LICBackbone=DDPM-1k, Bitrate budget=Low2025.10 | 25.3 | |
| LDM + LICBackbone=LDM-200, Bitrate budget=Low2025.10 | 27.2 | |
| DDPM + BPGBackbone=DDPM-1k, Bitrate budget=Low2025.10 | 28.5 | |
| DPM-Solver + LICBackbone=DDPM-1k, Bitrate budget=Low2025.10 | 29.8 | |
| LDM + BPGBackbone=LDM-200, Bitrate budget=Low2025.10 | 30.1 | |
| PNDM + LICBackbone=DDPM-1k, Bitrate budget=Low2025.10 | 30.4 | |
| DPM-Solver + LICBackbone=LDM-200, Bitrate budget=Low2025.10 | 30.9 | |
| PNDM + LICBackbone=LDM-200, Bitrate budget=Low2025.10 | 31.8 | |
| Early-Stop + LICBackbone=DDPM-1k, Bitrate budget=Low2025.10 | 35 | |
| Early-Stop + LICBackbone=LDM-200, Bitrate budget=Low2025.10 | 37.3 |