QUBIQ
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Uncertainty Calibration | QUBIQ 2021 | Expected Calibration Error (ECE)0.81 | 28 | |
| Segmentation | QUBIQ 32x Acceleration 2021 | GED0.1142 | 11 | |
| Segmentation | QUBIQ 24x Acceleration 2021 | GED0.1086 | 11 | |
| Segmentation | QUBIQ 16x Acceleration 2021 | GED0.1009 | 11 | |
| Segmentation | QUBIQ 8x Acceleration 2021 | GED0.0987 | 11 | |
| Segmentation | QUBIQ 4x Acceleration 2021 (test) | GED0.0943 | 11 | |
| Segmentation | QUBIQ 2x Acceleration 2021 (test) | GED0.094 | 11 | |
| Biomedical Image Segmentation | QUBIQ Prostate 2 2021 (test) | Soft Dice0.8462 | 10 | |
| Biomedical Image Segmentation | QUBIQ Prostate 1 2021 (test) | Soft Dice95.21 | 10 | |
| Biomedical Image Segmentation | QUBIQ Kidney 2021 (test) | Soft Dice96.58 | 10 | |
| Biomedical Image Segmentation | QUBIQ Tumor 2021 (test) | Soft Dice0.9316 | 9 | |
| Biomedical Image Segmentation | QUBIQ Brain 2021 (test) | Soft Dice93.81 | 9 | |
| Medical Image Segmentation | QUBIQ All | BDice0.7814 | 5 | |
| Medical Image Segmentation | QUBIQ Kidney | BDice75.67 | 5 | |
| Medical Image Segmentation | QUBIQ Brain Tumor T3 | BDice54.22 | 5 | |
| Medical Image Segmentation | QUBIQ Brain Tumor T2 | BDice55.11 | 5 | |
| Medical Image Segmentation | QUBIQ Brain Tumor T1 | BDice86.92 | 5 | |
| Medical Image Segmentation | QUBIQ Brain Growth | BDice90.4 | 5 | |
| Medical Image Segmentation | QUBIQ Prostate T2 | BDice89.66 | 5 | |
| Medical Image Segmentation | QUBIQ Prostate T1 | BDice95.37 | 5 |
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