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Image Reconstruction on ImageNet 256x256 (val)

0.28rFID

VA-VAE

Updated 17d ago

Evaluation Results

Method	Links
VA-VAE 2025.01		0.28	-	-	-	-
VAVAE 2026.01		0.28	-	27.96	-	-
LightingDiT 2026.01		0.28	-	-	-	-
LightingDiT 2026.01		0.28	-	-	-	-
REPA (with E2E-VAE) 2026.01		0.28	-	-	-	-
REPA (with E2E-VAE) 2026.01		0.28	-	-	-	-
REPA (with Send-VAE) 2026.01		0.31	-	-	-	-
REPA (with Send-VAE) 2026.01		0.31	-	-	-	-
DINO-SAE 2026.01		0.37	-	26.2	-	-
MAETok 2026.01		0.48	-	23.61	-	-
LightingDiT 2026.01		0.48	-	-	-	-
GigaTok-B-L 2025.04		0.51	0.206	21.32	69.1	-
MAR 2025.01		0.53	-	-	-	-
MAR 2026.01		0.53	-	-	-	-
LlamaGen 2025.01		0.59	-	-	-	-
RAE 2026.01		0.59	-	18.94	-	-
LlamaGen 2026.01		0.59	-	-	-	-
SD-VAE 2025.01		0.61	-	-	-	-
MaskDiT 2026.01		0.61	-	-	-	-
FastDiT 2026.01		0.61	-	-	-	-
SD-VAE 2026.01		0.62	-	26.04	-	-
GigaTok-XL-XXL 2025.04		0.79	0.1947	21.65	69.9	-
GigaTok-B-L 2025.04		0.81	0.2059	21.21	68.5	-
GigaTok-S-B 2025.04		0.89	0.2121	20.93	67.7	-
GigaTok-S-S 2025.04		1.01	0.2226	20.74	67	-
ViT-VQGAN 2024.06		1.28	-	-	-	-
MagViT-v2 2026.01		1.5	-	-	-	-
SeTok 2024.06		2.07	-	-	-	-
LlamaGen-Tok. 2025.04		2.19	-	20.79	67.5	-
TiTok 2024.06		2.21	-	-	-	-
MaskGIT 2025.01		2.28	-	-	-	-
MaskGIT 2026.01		2.28	-	-	-	-
VAE 2024.06		2.63	-	-	-	-
RQ-VAE 2024.06		3.2	-	-	-	-
MQ-VAE 2024.06		5.29	-	-	-	-
VQ-GAN 2024.06		7.94	-	-	-	-
ViT-VQGAN 2026.03		-	-	-	-	1.28
RQ-Trans. 2026.03		-	-	-	-	3.2
MaskGIT 2026.03		-	-	-	-	2.28
LlamaGen-3B 2026.03		-	-	-	-	2.19
WeTok 2026.03		-	-	-	-	0.6
VAR 2026.03		-	-	-	-	0.9
MaskBit 2026.03		-	-	-	-	1.61
MAR-H 2026.03		-	-	-	-	1.22
l-DeTok 2026.03		-	-	-	-	0.62
TiTok-S-128 2026.03		-	-	-	-	1.61
GigaTok 2026.03		-	-	-	-	0.51
ImageFolder 2026.03		-	-	-	-	0.8
MDTv2-XL/2 2026.03		-	-	-	-	0.27
+REPA 2026.03		-	-	-	-	0.62
LightningDiT 2026.03		-	-	-	-	0.28
TexTok-256 2026.03		-	-	-	-	0.73
MAETok 2026.03		-	-	-	-	0.48
SoftVQ-VAE 2026.03		-	-	-	-	0.88
MacTok 2026.03		-	-	-	-	0.75
MacTok 2026.03		-	-	-	-	0.43