Cardiac MRI Segmentation on M&Ms Target Domain D 100 volumes (Canon)
92.75Dice - LVUpper Bound
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Upper BoundBackbone=DeepLabv3+ (MobileNetV2), Input Resolution=256x2562026.04 | 92.75 | 81.67 | 87.56 | 2.92 | 1.45 | 1.48 | |
| CRISPBackbone=DeepLabv3+ (MobileNetV2), Input Resolution=256x2562026.04 | 92.28 | 80.81 | 85.26 | 2.43 | 1.6 | 1.38 | |
| DDG-MedBackbone=DeepLabv3+ (MobileNetV2), Input Resolution=256x2562026.04 | 90.75 | 78.4 | 85.34 | 1.78 | 2.3 | 3.65 | |
| FedDGBackbone=DeepLabv3+ (MobileNetV2), Input Resolution=256x2562026.04 | 89.91 | 76.83 | 86.89 | 2.53 | 2.12 | 2.98 | |
| IPLCBackbone=DeepLabv3+ (MobileNetV2), Input Resolution=256x2562026.04 | 89.91 | 79.24 | 86.28 | 1.79 | 1.8 | 2.04 | |
| TEGDABackbone=DeepLabv3+ (MobileNetV2), Input Resolution=256x2562026.04 | 89.58 | 79.58 | 87.46 | 2.1 | 1.66 | 1.44 | |
| BaselineBackbone=DeepLabv3+ (MobileNetV2), Input Resolution=256x2562026.04 | 88.36 | 75.76 | 83.57 | 2.25 | 2.05 | 2.55 |