Image Tokenization on ImageNet-1K 512 x 512 (test)
0.017FIDFlux.1
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Flux.1Tokenizer Type=Continuous2026.04 | 0.017 | 37.69 | 96.3 | |
| Ours VAETokenizer Type=Continuous2026.04 | 0.017 | 39.15 | 96.6 | |
| SDXLTokenizer Type=Continuous2026.04 | 0.188 | 30.35 | 83.5 | |
| Cosmos-CI16 x 16Tokenizer Type=Continuous2026.04 | 0.356 | 28.6 | 78.26 | |
| Ours VAE + 1D TokenizerTokenizer Type=Discrete2026.04 | 0.432 | 24.61 | 75.9 | |
| LlamaGenTokenizer Type=Discrete2026.04 | 0.839 | 23.96 | 66.4 | |
| Show-oTokenizer Type=Discrete2026.04 | 1.183 | 24.2 | 68 | |
| Cosmos-DI16 x 16Tokenizer Type=Discrete2026.04 | 1.215 | 23.76 | 64.5 | |
| SVG-T2ITokenizer Type=Continuous2026.04 | 1.994 | 20.6 | 58.7 |