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ResearchFormerly WizWand

Image Compression on CelebA-HQ (test)

7.4FIDBADiff
6.20414.27722.3530.423Oct 24, 2025
Updated 6mo ago

Evaluation results

MethodLinks
BADiffBackbone=DDPM-1k, Bitrate budget=High2025.107.4
BADiffBackbone=LDM-200, Bitrate budget=High2025.108.5
DDPM + LICBackbone=DDPM-1k, Bitrate budget=High2025.109.4
LDM + LICBackbone=LDM-200, Bitrate budget=High2025.1010.3
DDPM + BPGBackbone=DDPM-1k, Bitrate budget=High2025.1010.9
BADiffBackbone=DDPM-1k, Bitrate budget=Med2025.1011.8
LDM + BPGBackbone=LDM-200, Bitrate budget=High2025.1011.8
BADiffBackbone=LDM-200, Bitrate budget=Med2025.1013
DPM-Solver + LICBackbone=DDPM-1k, Bitrate budget=High2025.1013.1
PNDM + LICBackbone=DDPM-1k, Bitrate budget=High2025.1013.7
DPM-Solver + LICBackbone=LDM-200, Bitrate budget=High2025.1013.9
PNDM + LICBackbone=LDM-200, Bitrate budget=High2025.1014.4
DDPM + LICBackbone=DDPM-1k, Bitrate budget=Med2025.1014.5
LDM + LICBackbone=LDM-200, Bitrate budget=Med2025.1016
DDPM + BPGBackbone=DDPM-1k, Bitrate budget=Med2025.1016.2
Early-Stop + LICBackbone=DDPM-1k, Bitrate budget=High2025.1016.3
Early-Stop + LICBackbone=LDM-200, Bitrate budget=High2025.1017
LDM + BPGBackbone=LDM-200, Bitrate budget=Med2025.1017.8
DPM-Solver + LICBackbone=DDPM-1k, Bitrate budget=Med2025.1018.1
PNDM + LICBackbone=DDPM-1k, Bitrate budget=Med2025.1018.9
DPM-Solver + LICBackbone=LDM-200, Bitrate budget=Med2025.1019.6
PNDM + LICBackbone=LDM-200, Bitrate budget=Med2025.1020.2
Early-Stop + LICBackbone=DDPM-1k, Bitrate budget=Med2025.1021.4
BADiffBackbone=DDPM-1k, Bitrate budget=Low2025.1021.7
BADiffBackbone=LDM-200, Bitrate budget=Low2025.1022.9
Early-Stop + LICBackbone=LDM-200, Bitrate budget=Med2025.1023.1
DDPM + LICBackbone=DDPM-1k, Bitrate budget=Low2025.1025.3
LDM + LICBackbone=LDM-200, Bitrate budget=Low2025.1027.2
DDPM + BPGBackbone=DDPM-1k, Bitrate budget=Low2025.1028.5
DPM-Solver + LICBackbone=DDPM-1k, Bitrate budget=Low2025.1029.8
LDM + BPGBackbone=LDM-200, Bitrate budget=Low2025.1030.1
PNDM + LICBackbone=DDPM-1k, Bitrate budget=Low2025.1030.4
DPM-Solver + LICBackbone=LDM-200, Bitrate budget=Low2025.1030.9
PNDM + LICBackbone=LDM-200, Bitrate budget=Low2025.1031.8
Early-Stop + LICBackbone=DDPM-1k, Bitrate budget=Low2025.1035
Early-Stop + LICBackbone=LDM-200, Bitrate budget=Low2025.1037.3