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ResearchFormerly WizWand

Image Compression on LSUN (test)

5.8FIDBADiff
4.69612.14819.627.052Oct 24, 2025
Updated 6mo ago

Evaluation results

MethodLinks
BADiffBackbone=DDPM-1k, Bitrate budget=High2025.105.8
BADiffBackbone=LDM-200, Bitrate budget=High2025.106.4
DDPM + LICBackbone=DDPM-1k, Bitrate budget=High2025.107.5
LDM + LICBackbone=LDM-200, Bitrate budget=High2025.108.1
DDPM + BPGBackbone=DDPM-1k, Bitrate budget=High2025.108.7
LDM + BPGBackbone=LDM-200, Bitrate budget=High2025.109.5
BADiffBackbone=DDPM-1k, Bitrate budget=Med2025.1010
DPM-Solver + LICBackbone=DDPM-1k, Bitrate budget=High2025.1011.3
BADiffBackbone=LDM-200, Bitrate budget=Med2025.1011.3
PNDM + LICBackbone=DDPM-1k, Bitrate budget=High2025.1011.7
DPM-Solver + LICBackbone=LDM-200, Bitrate budget=High2025.1011.8
DDPM + LICBackbone=DDPM-1k, Bitrate budget=Med2025.1012.2
PNDM + LICBackbone=LDM-200, Bitrate budget=High2025.1012.2
Early-Stop + LICBackbone=DDPM-1k, Bitrate budget=High2025.1013.2
LDM + LICBackbone=LDM-200, Bitrate budget=Med2025.1013.7
DDPM + BPGBackbone=DDPM-1k, Bitrate budget=Med2025.1014
Early-Stop + LICBackbone=LDM-200, Bitrate budget=High2025.1014
LDM + BPGBackbone=LDM-200, Bitrate budget=Med2025.1015.3
DPM-Solver + LICBackbone=DDPM-1k, Bitrate budget=Med2025.1016
PNDM + LICBackbone=DDPM-1k, Bitrate budget=Med2025.1016.4
DPM-Solver + LICBackbone=LDM-200, Bitrate budget=Med2025.1017.4
PNDM + LICBackbone=LDM-200, Bitrate budget=Med2025.1017.8
BADiffBackbone=DDPM-1k, Bitrate budget=Low2025.1019.6
Early-Stop + LICBackbone=DDPM-1k, Bitrate budget=Med2025.1019.9
Early-Stop + LICBackbone=LDM-200, Bitrate budget=Med2025.1020.8
BADiffBackbone=LDM-200, Bitrate budget=Low2025.1020.8
DDPM + LICBackbone=DDPM-1k, Bitrate budget=Low2025.1022.8
LDM + LICBackbone=LDM-200, Bitrate budget=Low2025.1024.6
DDPM + BPGBackbone=DDPM-1k, Bitrate budget=Low2025.1025.7
DPM-Solver + LICBackbone=DDPM-1k, Bitrate budget=Low2025.1026.5
PNDM + LICBackbone=DDPM-1k, Bitrate budget=Low2025.1027.3
LDM + BPGBackbone=LDM-200, Bitrate budget=Low2025.1027.5
DPM-Solver + LICBackbone=LDM-200, Bitrate budget=Low2025.1028.1
PNDM + LICBackbone=LDM-200, Bitrate budget=Low2025.1028.9
Early-Stop + LICBackbone=DDPM-1k, Bitrate budget=Low2025.1031.9
Early-Stop + LICBackbone=LDM-200, Bitrate budget=Low2025.1033.4