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Image Reconstruction on ImageNet (val)

0.176rFID

FLUX-VAE

Updated 3d ago

Evaluation Results

Method
FLUX-VAE 2026.01	0.176	0.917	32.86	0.044	-
SD3-VAE 2026.01	0.201	0.886	31.29	0.059	-
SD3-VAE 2025.07	0.21	-	-	-	-
OpenVision 3 2026.01	0.216	0.885	30.33	0.061	-
VA-VAE 2025.07	0.28	-	-	-	-
UniTok 2026.01	0.362	0.742	25.34	0.132	-
GQ 2025.12	0.424	0.804	27.86	0.054	-
MAETok 2025.07	0.48	-	-	-	-
GQ 2025.12	0.491	0.762	25.31	0.064	-
MAR-VAE 2025.07	0.53	-	-	-	-
FlowMo-Hi 2025.12	0.56	0.785	24.93	0.073	-
Llama-Gen-32 2025.12	0.59	0.768	24.44	0.064	-
SD-VAE 2026.01	0.606	0.745	26.26	0.133	-
SD-VAE 2025.07	0.61	-	-	-	-
l-DeTok 2025.07	0.68	-	-	-	-
l-DeTok + Distillation 2025.07	0.85	-	-	-	-
OptVQ 2024.12	0.91	0.729	27.57	0.066	-
Wan2.1-VAE 2026.01	0.945	0.886	31.34	0.058	-
Cosmos 2026.01	0.959	0.7	25.07	0.167	-
BSQ 2025.12	0.99	0.817	27.78	0.063	-
OptVQ 2024.12	1	0.717	26.59	0.076	-
LooC-VAE 2026.01	1.01	0.716	29.15	-	100
LooC-VAE 2026.01	1.01	0.716	29.15	0.716	100
GQ 2025.12	1.04	0.642	22.3	0.116	-
RAE (CLIP) 2026.01	1.06	0.403	17.44	0.324	-
TokenBridge 2025.12	1.11	-	-	-	-
Mo-VQGAN 2024.12	1.12	0.673	22.42	0.113	-
MoVQ 2026.01	1.12	0.6731	22.42	-	63
MoVQ 2026.01	1.12	0.6731	22.42	0.1132	63
VQGAN-SD 2025.12	1.14	-	-	-	-
OpenMagViT-V2 2025.12	1.17	0.64	21.63	0.111	-
VQGAN-Taming 2025.12	1.19	-	23.38	-	-
ViT-VQGAN 2024.12	1.28	-	-	-	-
ViT-VQGAN 2026.01	1.28	-	-	-	96
ViT-VQGAN 2026.01	1.28	-	-	-	96
OmniTokenizer 2026.01	1.411	0.771	24.69	0.138	-
CVQ-VAE 2026.01	1.57	0.7115	23.37	-	100
CVQ-VAE 2026.01	1.57	0.7115	23.37	0.1099	100
LooC-VAE 2026.01	1.68	0.7233	23.64	-	100
LooC-VAE 2026.01	1.68	0.7233	23.64	0.0916	100
TiTok-S-128 2024.12	1.71	-	-	-	-
RQ-VAE 2024.12	1.83	-	-	-	-
RQ-VAE 2026.01	1.83	-	-	-	-
RQ-VAE 2026.01	1.83	-	-	-	-
SeQ-GAN 2026.01	1.99	-	-	-	100
SeQ-GAN 2026.01	1.99	-	-	-	100
ReVQ-256T 2025.12	2.05	0.64	21.96	0.121	-
MaskGIT-VQGAN 2024.12	2.28	-	-	-	-
VQGAN-LC 2024.12	2.62	0.589	23.8	0.12	-
taming-VQGAN 2024.12	3.64	0.542	19.93	0.177	-
Vila-U 2026.01	4.231	0.612	22.24	0.228	-
taming-VQGAN 2024.12	6.25	0.521	23.3	0.195	-
VQGAN 2026.01	7.94	0.5183	19.07	-	44
VQGAN 2026.01	7.94	0.5183	19.07	0.2011	44