Image Compression on LSUN (test)
5.8FIDBADiff
Evaluation Results
| Method | Links | |
|---|---|---|
| BADiffBackbone=DDPM-1k, Bitrate budget=High2025.10 | 5.8 | |
| BADiffBackbone=LDM-200, Bitrate budget=High2025.10 | 6.4 | |
| DDPM + LICBackbone=DDPM-1k, Bitrate budget=High2025.10 | 7.5 | |
| LDM + LICBackbone=LDM-200, Bitrate budget=High2025.10 | 8.1 | |
| DDPM + BPGBackbone=DDPM-1k, Bitrate budget=High2025.10 | 8.7 | |
| LDM + BPGBackbone=LDM-200, Bitrate budget=High2025.10 | 9.5 | |
| BADiffBackbone=DDPM-1k, Bitrate budget=Med2025.10 | 10 | |
| DPM-Solver + LICBackbone=DDPM-1k, Bitrate budget=High2025.10 | 11.3 | |
| BADiffBackbone=LDM-200, Bitrate budget=Med2025.10 | 11.3 | |
| PNDM + LICBackbone=DDPM-1k, Bitrate budget=High2025.10 | 11.7 | |
| DPM-Solver + LICBackbone=LDM-200, Bitrate budget=High2025.10 | 11.8 | |
| DDPM + LICBackbone=DDPM-1k, Bitrate budget=Med2025.10 | 12.2 | |
| PNDM + LICBackbone=LDM-200, Bitrate budget=High2025.10 | 12.2 | |
| Early-Stop + LICBackbone=DDPM-1k, Bitrate budget=High2025.10 | 13.2 | |
| LDM + LICBackbone=LDM-200, Bitrate budget=Med2025.10 | 13.7 | |
| DDPM + BPGBackbone=DDPM-1k, Bitrate budget=Med2025.10 | 14 | |
| Early-Stop + LICBackbone=LDM-200, Bitrate budget=High2025.10 | 14 | |
| LDM + BPGBackbone=LDM-200, Bitrate budget=Med2025.10 | 15.3 | |
| DPM-Solver + LICBackbone=DDPM-1k, Bitrate budget=Med2025.10 | 16 | |
| PNDM + LICBackbone=DDPM-1k, Bitrate budget=Med2025.10 | 16.4 | |
| DPM-Solver + LICBackbone=LDM-200, Bitrate budget=Med2025.10 | 17.4 | |
| PNDM + LICBackbone=LDM-200, Bitrate budget=Med2025.10 | 17.8 | |
| BADiffBackbone=DDPM-1k, Bitrate budget=Low2025.10 | 19.6 | |
| Early-Stop + LICBackbone=DDPM-1k, Bitrate budget=Med2025.10 | 19.9 | |
| Early-Stop + LICBackbone=LDM-200, Bitrate budget=Med2025.10 | 20.8 | |
| BADiffBackbone=LDM-200, Bitrate budget=Low2025.10 | 20.8 | |
| DDPM + LICBackbone=DDPM-1k, Bitrate budget=Low2025.10 | 22.8 | |
| LDM + LICBackbone=LDM-200, Bitrate budget=Low2025.10 | 24.6 | |
| DDPM + BPGBackbone=DDPM-1k, Bitrate budget=Low2025.10 | 25.7 | |
| DPM-Solver + LICBackbone=DDPM-1k, Bitrate budget=Low2025.10 | 26.5 | |
| PNDM + LICBackbone=DDPM-1k, Bitrate budget=Low2025.10 | 27.3 | |
| LDM + BPGBackbone=LDM-200, Bitrate budget=Low2025.10 | 27.5 | |
| DPM-Solver + LICBackbone=LDM-200, Bitrate budget=Low2025.10 | 28.1 | |
| PNDM + LICBackbone=LDM-200, Bitrate budget=Low2025.10 | 28.9 | |
| Early-Stop + LICBackbone=DDPM-1k, Bitrate budget=Low2025.10 | 31.9 | |
| Early-Stop + LICBackbone=LDM-200, Bitrate budget=Low2025.10 | 33.4 |