Segmentation on BCV
85.5Dice CoefficientIris (FT)
Evaluation results
| Method | Links | |
|---|---|---|
| Iris (FT)# shot=10, Evaluation Protocol=Fine-tuned2026.03 | 85.5 | |
| Iris (IC)# shot=10, Evaluation Protocol=In-context2026.03 | 85.4 | |
| MASS (FT)# shot=10, Evaluation Protocol=Fine-tuned2026.03 | 84.2 | |
| Full supervisionEvaluation Protocol=Full supervision2026.03 | 83.6 | |
| SuPreM# shot=10, Pre-training Strategy=Supervised pretrain2026.03 | 83.6 | |
| Iris (FT)# shot=1, Evaluation Protocol=Fine-tuned2026.03 | 83.4 | |
| Iris (IC)# shot=1, Evaluation Protocol=In-context2026.03 | 83.2 | |
| AnatoMix# shot=10, Pre-training Strategy=Self-supervised pretrain2026.03 | 81 | |
| OM-SimCLR# shot=10, Pre-training Strategy=Self-supervised pretrain2026.03 | 80.2 | |
| OM-MAE# shot=10, Pre-training Strategy=Self-supervised pretrain2026.03 | 79.1 | |
| OM-MG# shot=10, Pre-training Strategy=Self-supervised pretrain2026.03 | 78.4 | |
| OM-S3D# shot=10, Pre-training Strategy=Self-supervised pretrain2026.03 | 78.3 | |
| Merlin# shot=10, Pre-training Strategy=Self-supervised pretrain2026.03 | 78 | |
| Scratch# shot=102026.03 | 75.2 | |
| MASS (IC)# shot=10, Evaluation Protocol=In-context2026.03 | 73.6 | |
| MASS (FT)# shot=1, Evaluation Protocol=Fine-tuned2026.03 | 70.2 | |
| MASS (IC)# shot=1, Evaluation Protocol=In-context2026.03 | 68.7 | |
| SuPreM# shot=1, Pre-training Strategy=Supervised pretrain2026.03 | 63.9 | |
| AnatoMix# shot=1, Pre-training Strategy=Self-supervised pretrain2026.03 | 53.1 | |
| Merlin# shot=1, Pre-training Strategy=Self-supervised pretrain2026.03 | 50.1 | |
| OM-MG# shot=1, Pre-training Strategy=Self-supervised pretrain2026.03 | 49 | |
| OM-MAE# shot=1, Pre-training Strategy=Self-supervised pretrain2026.03 | 48.8 | |
| OM-S3D# shot=1, Pre-training Strategy=Self-supervised pretrain2026.03 | 46.4 | |
| OM-SimCLR# shot=1, Pre-training Strategy=Self-supervised pretrain2026.03 | 45.6 | |
| Scratch# shot=12026.03 | 27.3 |