Image Reconstruction on Ultra-High Resolution Image Reconstruction Benchmark

Metric: PSNR (higher is better)

LeaderboardDataset

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#	Model↕	PSNR▼	Extra Data	Paper	Date↕	Code
1	MGVQ (16x16x4)	28.27	No	MGVQ: Could VQ-VAE Beat VAE? A Generalizable Tok...	2025-07-10	Code
2	SD-VAE (16x16)	26.86	No	High-Resolution Image Synthesis with Latent Diff...	2021-12-20	Code
3	Open-Magvit2 (16x16)	23.91	No	Open-MAGVIT2: An Open-Source Project Toward Demo...	2024-09-06	Code
4	LlamaGen (16x16)	23.9	No	Autoregressive Model Beats Diffusion: Llama for ...	2024-06-10	Code
5	VQGAN (16x16)	22.91	No	Taming Transformers for High-Resolution Image Sy...	2020-12-17	Code
6	VAR (16x16)	21.79	No	Visual Autoregressive Modeling: Scalable Image G...	2024-04-03	Code

#1MGVQ (16x16x4)SOTA
28.27
PSNR· 2025-07-10
MGVQ: Could VQ-VAE Beat VAE? A Generalizable Tokenizer with Multi-group Quantization Code
#2SD-VAE (16x16)SOTA
26.86
PSNR· 2021-12-20
High-Resolution Image Synthesis with Latent Diffusion Models Code
#3Open-Magvit2 (16x16)
23.91
PSNR· 2024-09-06
Open-MAGVIT2: An Open-Source Project Toward Democratizing Auto-regressive Visual Generation Code
#4LlamaGen (16x16)
23.9
PSNR· 2024-06-10
Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Code
#5VQGAN (16x16)SOTA
22.91
PSNR· 2020-12-17
Taming Transformers for High-Resolution Image Synthesis Code
#6VAR (16x16)
21.79
PSNR· 2024-04-03
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction Code