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ResearchFormerly WizWand

Text-to-Image Generation on MSCOCO 2014 (FID-30k, Clip Score)

9.29FID (30k)ICC (CA-SVD)
6.227.057547.91568.7725May 9, 2025Jun 27, 2025Aug 16, 2025Oct 5, 2025Nov 24, 2025Jan 13, 2026Mar 4, 2026
Updated 8mo ago

Evaluation results

MethodLinks
ICC (CA-SVD)r=64, p=2, Sampler=DPM, #Steps=26, #MACs=3.94T2025.059.2930.64
PixArt-αcfg=4.5, Sampler=DPM, #Steps=30, #MACs=8.33T2025.059.5430.66
ICC (SVD)r=64, p=2, Sampler=DPM, #Steps=26, #MACs=3.94T2025.059.830.6
Naive Cachingp=2, Sampler=DPM, #Steps=30, #MACs=4.17T2025.0510.3930.54
ICC (CA-SVD)r=64, p=2, Sampler=DPM, #Steps=18, #MACs=2.73T2025.0513.9430.29
Dual-SolverNFE=6, Backbone=SANA2026.0318.520.4837
ICC (SVD)r=64, p=2, Sampler=DPM, #Steps=18, #MACs=2.73T2025.0518.6930.04
Dual-SolverNFE=5, Backbone=SANA2026.0318.810.4821
Dual-SolverNFE=4, Backbone=SANA2026.0319.40.4801
Dual-SolverNFE=8, Backbone=SANA2026.0319.430.4844
Dual-SolverNFE=7, Backbone=SANA2026.0319.570.4843
Dual-SolverNFE=9, Backbone=SANA2026.0319.770.4849
DS-SolverNFE=6, Backbone=SANA2026.0320.650.4816
BNS-SolverNFE=6, Backbone=SANA2026.0320.660.4807
BNS-SolverNFE=7, Backbone=SANA2026.0320.790.4808
BNS-SolverNFE=5, Backbone=SANA2026.0321.040.48
BNS-SolverNFE=8, Backbone=SANA2026.0321.130.4809
DS-SolverNFE=7, Backbone=SANA2026.0321.430.4818
BNS-SolverNFE=9, Backbone=SANA2026.0321.640.4808
DS-SolverNFE=5, Backbone=SANA2026.0321.660.4808
Dual-SolverNFE=3, Backbone=SANA2026.0321.790.4795
DS-SolverNFE=8, Backbone=SANA2026.0321.80.4818
DS-SolverNFE=9, Backbone=SANA2026.0322.270.4816
DPM-Solver++NFE=6, Backbone=SANA2026.0322.480.4821
DPM-Solver++NFE=5, Backbone=SANA2026.0322.560.4813
DPM-Solver++NFE=7, Backbone=SANA2026.0322.790.4822
DPM-Solver++NFE=8, Backbone=SANA2026.0322.90.482
DDIMNFE=8, Backbone=SANA2026.0322.960.4824
DDIMNFE=9, Backbone=SANA2026.0322.970.4824
DDIMNFE=7, Backbone=SANA2026.0322.990.4824
DDIMNFE=6, Backbone=SANA2026.0323.060.4821
DPM-Solver++NFE=9, Backbone=SANA2026.0323.110.482
DDIMNFE=5, Backbone=SANA2026.0323.930.4813
Naive Cachingp=2, Sampler=DPM, #Steps=20, #MACs=2.78T2025.0525.4729.68
DPM-Solver++NFE=4, Backbone=SANA2026.0326.120.4779
BNS-SolverNFE=4, Backbone=SANA2026.0326.370.4772
DDIMNFE=4, Backbone=SANA2026.0327.720.4782
DS-SolverNFE=4, Backbone=SANA2026.0329.150.4765
PixArt-αcfg=4.5, Sampler=DPM, #Steps=15, #MACs=4.17T2025.0539.5729.11
DDIMNFE=3, Backbone=SANA2026.0345.050.4656
DPM-Solver++NFE=3, Backbone=SANA2026.0345.330.4652
BNS-SolverNFE=3, Backbone=SANA2026.0348.160.4651
DS-SolverNFE=3, Backbone=SANA2026.0348.650.4635
PixArt-αcfg=4.5, Sampler=DPM, #Steps=10, #MACs=2.78T2025.0586.5427.21