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ResearchFormerly WizWand

Text-to-Image Synthesis on MS-COCO 2014 (val)

6.63FIDDe-Diffusion
6.18489.189912.19515.2001Nov 2, 2022Jan 1, 2023Mar 3, 2023May 3, 2023Jul 2, 2023Sep 1, 2023Nov 1, 2023
Updated 8mo ago

Evaluation results

MethodLinks
De-DiffusionGuidance Scale=3.02023.116.63
eDiff-I-Config-D# of params=9.1B, Zero-shot=true2022.116.95
eDiff-I-Config-C# of params=8.1B, Zero-shot=true2022.117.11
De-DiffusionGuidance Scale=4.02023.117.12
Parti# of params=20B, Zero-shot=true2022.117.23
eDiff-I-Config-B# of params=7.1B, Zero-shot=true2022.117.26
Imagen# of params=7.9B, Zero-shot=true2022.117.27
eDiff-I-Config-A# of params=6.8B, Zero-shot=true2022.117.35
De-DiffusionGuidance Scale=5.02023.117.85
COCO longestGuidance Scale=3.02023.118.08
COCO longestGuidance Scale=2.02023.118.14
De-DiffusionGuidance Scale=2.02023.118.15
COCO randomGuidance Scale=2.02023.118.38
BLIP-2Guidance Scale=2.02023.118.46
PaLI-XGuidance Scale=2.02023.118.5
Stable Diffusion# of params=1.4B, Zero-shot=true2022.118.59
COCO randomGuidance Scale=3.02023.118.65
De-DiffusionGuidance Scale=6.02023.118.65
BLIP-2Guidance Scale=3.02023.118.92
COCO concat.Guidance Scale=3.02023.118.96
COCO longestGuidance Scale=4.02023.119.28
De-DiffusionGuidance Scale=7.02023.119.36
COCO concat.Guidance Scale=2.02023.119.48
PaLI-XGuidance Scale=1.52023.119.68
De-DiffusionGuidance Scale=8.02023.1110.02
COCO concat.Guidance Scale=4.02023.1110.03
COCO randomGuidance Scale=4.02023.1110.09
PaLI-XGuidance Scale=3.02023.1110.16
DALL-E 2# of params=6.5B, Zero-shot=true2022.1110.39
BLIP-2Guidance Scale=4.02023.1110.4
COCO longestGuidance Scale=5.02023.1110.62
BLIP-2Guidance Scale=1.52023.1110.66
COCO longestGuidance Scale=1.52023.1110.68
COCO randomGuidance Scale=1.52023.1110.79
COCO concat.Guidance Scale=5.02023.1111.37
De-DiffusionGuidance Scale=1.52023.1111.51
COCO randomGuidance Scale=5.02023.1111.57
COCO longestGuidance Scale=6.02023.1111.62
Make-A-Scene# of params=4B, Zero-shot=true2022.1111.84
BLIP-2Guidance Scale=5.02023.1111.84
GLIDE# of params=5B, Zero-shot=true2022.1112.24
PaLI-XGuidance Scale=4.02023.1112.38
COCO concat.Guidance Scale=6.02023.1112.39
COCO concat.Guidance Scale=1.52023.1112.4
COCO randomGuidance Scale=6.02023.1112.41
COCO longestGuidance Scale=7.02023.1112.61
BLIP-2Guidance Scale=6.02023.1112.93
COCO concat.Guidance Scale=7.02023.1113.29
COCO longestGuidance Scale=8.02023.1113.38
COCO randomGuidance Scale=7.02023.1113.66
BLIP-2Guidance Scale=7.02023.1113.81
COCO concat.Guidance Scale=8.02023.1114.1
PaLI-XGuidance Scale=5.02023.1114.27
COCO randomGuidance Scale=8.02023.1114.37
BLIP-2Guidance Scale=8.02023.1114.77
PaLI-XGuidance Scale=6.02023.1115.81
PaLI-XGuidance Scale=7.02023.1116.81
PaLI-XGuidance Scale=8.02023.1117.76