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ResearchFormerly WizWand

Text-to-image generation on COCO 2014 (unspecified split)

5.31FIDLoTTS
2.257622.861343.46564.0687Mar 3, 2025May 13, 2025Jul 24, 2025Oct 4, 2025Dec 15, 2025Feb 25, 2026May 8, 2026
Updated 5mo ago

Evaluation results

MethodLinks
LoTTSModel=FLUX2025.115.310.351
Particle SamplingModel=FLUX2025.116.020.332
Best-of-NModel=FLUX2025.116.340.306
Ediff-IParams=9.1B, BS x Iter=2048 x 800K2025.036.95—
ResamplingModel=FLUX2025.117.010.282
ImagenParams=2B, BS x Iter=2048 x 2.5M2025.037.270.27
LoTTSModel=SDXL2025.117.330.297
Particle SamplingModel=SDXL2025.117.990.271
Best-of-NModel=SDXL2025.118.340.268
WeGenParams=7B, BS x Iter=2048 x 20K2025.039.390.308
ResamplingModel=SDXL2025.119.560.234
SDv1.5Params=0.8B, BS x Iter=2048 x 860K2025.039.930.302
DALL-E 2Params=3.5B, BS x Iter=2048 x 800K2025.0310.390.314
LoTTSModel=SD2.12025.1110.890.263
Kosmos-GParams=1.9B, BS x Iter=4688 x 300K2025.0310.99—
EmuParams=13B, BS x Iter=480 x 10K2025.0311.660.286
Make-A-SceneParams=4B, BS x Iter=1024 x 170K2025.0311.84—
GILLParams=6.7B, BS x Iter=200 x 20K2025.0312.2—
GLIDEParams=3B, BS x Iter=2048 x 2.5M2025.0312.24—
Particle SamplingModel=SD2.12025.1112.340.26
LDMParams=1.45B, BS x Iter=680 x 370K2025.0312.63—
SEED-XParams=13B2025.0312.68—
Best-of-NModel=SD2.12025.1113.210.252
ResamplingModel=SD2.12025.1115.330.201
MMARParams=7B, BS x Iter=1152 x 313K2025.0317.1—
TFDFP=12026.0518.390.332
DMD2FP=12026.0519.010.336
SDXL teacherFP=100, cfg=62026.0519.360.332
SDXL teacherFP=100, cfg=82026.0520.390.335
SDXL LightningFP=12026.0523.920.316
SDXL-TurboFP=12026.0524.570.337
DALL-EParams=12B, BS x Iter=1024 x 430K2025.0327.5—
ChameleonParams=7B, BS x Iter=488 x 250K2025.0329.60.243
LCM-SDXLFP=12026.0581.620.275
Emu2-GenParams=33B, BS x Iter=6912 x 36K2025.03—0.297
SDXLParams=2.6B, BS x Iter=2048 x 800K2025.03—0.31