Segmentation on HCP2 (val)
76.74Region DiceS3D
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| S3DMethod Type=Static 3D volume baseline, Training Epochs=4802026.05 | 76.74 | 63.43 | 89.51 | 81.66 | |
| 3D UNETRMethod Type=Static 3D volume baseline, Training Epochs=20002026.05 | 67.72 | 52.71 | 88.02 | 79.32 | |
| Tokenizer + action-cond. dyn.Method Type=2D Slice Navigation pretraining task, Training Epochs=5, Evaluation protocol=lightweight heads with frozen pretrained modules2026.05 | 57.36 | 44.91 | 85.52 | 75.52 | |
| Tokenizer + no-action dyn.Method Type=2D Slice Navigation pretraining task, Training Epochs=5, Evaluation protocol=lightweight heads with frozen pretrained modules2026.05 | 57.21 | 44.74 | 85.44 | 75.4 | |
| Tokenizer-onlyMethod Type=2D Slice Navigation pretraining task, Training Epochs=5, Evaluation protocol=lightweight heads with frozen pretrained modules2026.05 | 54.5 | 42.39 | 85.38 | 75.36 |