Medical Image Segmentation on BraTS-PED
90.81Dice ScoreEviATTA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EviATTAType=ATTA, Annotation Budget=20%2026.03 | 90.81 | 83.67 | 1.41 | 5.64 | |
| EviATTAType=ATTA, Annotation Budget=10%2026.03 | 90.4 | 83.04 | 1.48 | 5.81 | |
| EviATTAType=ATTA, Setting=instance-wise2026.03 | 90.35 | 82.85 | 1.59 | 6.06 | |
| SimATTAType=ATTA, Setting=instance-wise2026.03 | 89.76 | 82.36 | 1.43 | 5.77 | |
| EATTAType=ATTA, Setting=instance-wise2026.03 | 89.2 | 81.54 | 1.51 | 6.38 | |
| EntropyType=ATTA, Setting=instance-wise2026.03 | 89.1 | 81.36 | 1.52 | 6.41 | |
| EntropyType=ATTA, Annotation Budget=20%2026.03 | 88.96 | 81.05 | 1.59 | 6.43 | |
| RandomType=ATTA, Setting=instance-wise2026.03 | 88.71 | 80.5 | 1.7 | 6.57 | |
| EATTAType=ATTA, Annotation Budget=20%2026.03 | 88.6 | 80.5 | 1.65 | 6.63 | |
| EntropyType=ATTA, Annotation Budget=10%2026.03 | 88.45 | 80.36 | 1.66 | 6.63 | |
| EATTAType=ATTA, Annotation Budget=10%2026.03 | 88.31 | 80.13 | 1.68 | 6.74 | |
| SimATTAType=ATTA, Annotation Budget=20%2026.03 | 87.3 | 78.77 | 1.8 | 7.02 | |
| SimATTAType=ATTA, Annotation Budget=10%2026.03 | 86.94 | 78.26 | 1.85 | 7 | |
| COMEType=TTA, Setting=instance-wise2026.03 | 86.71 | 77.87 | 1.99 | 7.29 | |
| RandomType=ATTA, Annotation Budget=10%2026.03 | 86.4 | 77.46 | 1.93 | 7.15 | |
| RandomType=ATTA, Annotation Budget=20%2026.03 | 86.4 | 77.46 | 1.93 | 7.15 | |
| COMEType=TTA2026.03 | 86.35 | 77.38 | 2.01 | 7.39 | |
| TENTType=TTA2026.03 | 86.3 | 77.39 | 1.96 | 7.55 | |
| TENTType=TTA, Setting=instance-wise2026.03 | 86.03 | 77.04 | 1.98 | 7.64 | |
| CoTTAType=TTA, Setting=instance-wise2026.03 | 86.01 | 76.7 | 2.16 | 7.68 | |
| CoTTAType=TTA2026.03 | 85.87 | 76.53 | 2.16 | 7.74 | |
| SARType=TTA, Setting=instance-wise2026.03 | 85.44 | 76.07 | 2.11 | 7.73 | |
| SARType=TTA2026.03 | 85.36 | 76 | 2.09 | 7.69 | |
| SAM-Med2DType=Zero-shot, Setting=instance-wise2026.03 | 84.84 | 75.32 | 2.12 | 7.77 | |
| SAM-Med2DType=Zero-shot2026.03 | 84.84 | 75.32 | 2.12 | 7.77 | |
| GraTaType=TTA, Setting=instance-wise2026.03 | 84.24 | 74.62 | 2.07 | 7.67 | |
| GraTaType=TTA2026.03 | 84.02 | 74.04 | 2.29 | 7.94 | |
| SPAType=TTA2026.03 | 83.6 | 73.7 | 2.26 | 8.19 | |
| SPAType=TTA, Setting=instance-wise2026.03 | 83.48 | 73.54 | 2.25 | 8.23 |