Image Reconstruction on ImageNet
Metric: SSIM (higher is better)
Metric: SSIM (higher is better)
| # | Model↕ | SSIM▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MGVQ (16x16x8) | 0.787 | No | MGVQ: Could VQ-VAE Beat VAE? A Generalizable Tok... | 2025-07-10 | Code |
| 2 | MGVQ (16x16x4) | 0.755 | No | MGVQ: Could VQ-VAE Beat VAE? A Generalizable Tok... | 2025-07-10 | Code |
| 3 | OptVQ (16x16x8) | 0.729 | No | Preventing Local Pitfalls in Vector Quantization... | 2024-12-19 | Code |
| 4 | OptVQ (16x16x4) | 0.717 | No | Preventing Local Pitfalls in Vector Quantization... | 2024-12-19 | Code |
| 5 | GigaTok-XL-XXL | 0.699 | No | GigaTok: Scaling Visual Tokenizers to 3 Billion ... | 2025-04-11 | Code |
| 6 | Mo-VQGAN (16x16x4) | 0.673 | No | MoVQ: Modulating Quantized Vectors for High-Fide... | 2022-09-19 | Code |
| 7 | VQGAN-LC (16x16) | 0.589 | No | Scaling the Codebook Size of VQGAN to 100,000 wi... | 2024-06-17 | Code |
| 8 | Taming-VQGAN (16x16) | 0.542 | No | Taming Transformers for High-Resolution Image Sy... | 2020-12-17 | Code |