Segmentation on AutoPET-II
62.51DiceVeloxSeg
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| VeloxSegVenue=Ours2025.09 | 62.51 | 241.08 | 67.76 | 66.28 | |
| VSmTransVenue=MIA’242025.09 | 62.46 | 223.88 | 65.19 | 70.92 | |
| Swin UNETRVenue=MICCAI’212025.09 | 62.24 | 242.07 | 62.91 | 73.3 | |
| H-DenseFormerVenue=MICCAI’232025.09 | 61.5 | 252.98 | 61.41 | 75.76 | |
| NestedformerVenue=MICCAI’222025.09 | 61.38 | 265.51 | 61.38 | 64.29 | |
| A2FSegVenue=MICCAI’232025.09 | 60.86 | 131.48 | 60.86 | 76.1 | |
| U-KANVenue=AAAI’252025.09 | 60.67 | 70.91 | 62.03 | 72.94 | |
| UNetVenue=MICCAI’162025.09 | 59.41 | 241.31 | 62.32 | 70.74 | |
| U-RWKVVenue=MICCAI’252025.09 | 57.18 | 61.12 | 66.69 | 59.4 | |
| MedNeXt-SVenue=MICCAI’232025.09 | 53.94 | 180.83 | 60.63 | 60.25 | |
| VNetVenue=3DV’152025.09 | 53.21 | 242.78 | 53.21 | 60.85 | |
| Slim UNETRVenue=TMI’242025.09 | 52.53 | 310.53 | 53.99 | 66.55 | |
| UNETRVenue=WACV’222025.09 | 51.49 | 257.3 | 51.49 | 61.03 | |
| SuperLightNetVenue=CVPR’252025.09 | 48.35 | 59.09 | 60.82 | 47.61 | |
| HCMA-UNetVenue=ICME’252025.09 | 43.4 | 146.11 | 43.32 | 62.46 | |
| SegFormer-3DVenue=CVPRW’242025.09 | 40.44 | 174.43 | 56.73 | 38.19 | |
| UNETR++Venue=TMI’242025.09 | 36.5 | 178.57 | 36.5 | 60.16 | |
| SAM-Med3DVenue=TNNLS’25, Modality=PET2025.09 | 26.59 | 101.94 | 31.92 | 31.86 | |
| SAM-Med3DVenue=TNNLS’25, Modality=CT2025.09 | 13.13 | 101.24 | 19.82 | 16.7 | |
| DINOv3-LVenue=Arxiv’25, Modality=CT+PET2025.09 | 12.17 | — | 7.5 | 71.16 | |
| DINOv3-LVenue=Arxiv’25, Modality=PET2025.09 | 10.87 | — | 6.85 | 64.96 |