Medical Image Segmentation on ChestX-ray14
76.5mIoUOriginal Image
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Original Image2026.02 | 76.5 | — | — | — | — | |
| CompTokTokenizer Type=1D token-sequence2026.02 | 74.9 | 153.7 | 0.159 | 0.69 | — | |
| FlexTokTokenizer Type=1D token-sequence2026.02 | 71.6 | 160.8 | 0.162 | 0.66 | — | |
| SemanticistTokenizer Type=1D token-sequence2026.02 | 67 | 171.6 | 0.151 | 0.66 | — | |
| VQGANTokenizer Type=2D-grid2026.02 | 63.5 | 161.3 | 0.135 | 0.48 | — | |
| TiTok-L-32Tokenizer Type=1D token-sequence2026.02 | 63.5 | 174.1 | 0.131 | 0.6 | — | |
| SDXL VAETokenizer Type=2D-grid2026.02 | 62.3 | 158.2 | 0.128 | 0.46 | — | |
| MAETokenizer Type=2D-grid2026.02 | 62 | 155.4 | 0.141 | 0.54 | — | |
| RAETokenizer Type=2D-grid2026.02 | 59.3 | 160.7 | 0.124 | 0.46 | — |