Multi-phase Liver Tumor Segmentation on MPCT-FLLs (test)
80.12DPCSAM
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SAMEvaluation Group=SOTA Architecture Comparison, Label=Ours2021.08 | 80.12 | 86.51 | 30.08 | -5.28 | 2.81 | 5.47 | |
| SAMEvaluation Group=Fusion Strategy Comparison, Label=SAM (Ours), Description=Spatial-wise Attention Module2021.08 | 80.12 | 86.51 | 30.08 | -5.28 | 2.81 | 5.47 | |
| PAEvaluation Group=Fusion Strategy Comparison, Description=Phase-Attention2021.08 | 78.24 | 86.29 | 32.46 | 6.01 | 3.39 | 6.9 | |
| MWEvaluation Group=Fusion Strategy Comparison, Description=Multi-Weighting2021.08 | 77.39 | 85.52 | 33.07 | 5.43 | 6.31 | 8.89 | |
| PA-ResSegEvaluation Group=SOTA Architecture Comparison2021.08 | 77.26 | 86.21 | 33.46 | 4.46 | 3.71 | 7.82 | |
| DLFEvaluation Group=Fusion Strategy Comparison, Description=Decision-Level Fusion2021.08 | 75.87 | 85.36 | 35.14 | -5.73 | 4.45 | 9.51 | |
| MW-UNetEvaluation Group=SOTA Architecture Comparison2021.08 | 73.37 | 86.34 | 37.1 | 10.11 | 10.73 | 18.16 | |
| ILFEvaluation Group=Fusion Strategy Comparison, Description=Image-Level Fusion2021.08 | 73.19 | 83.13 | 37.6 | -17.69 | 14.2 | 18.15 | |
| MC-FCNEvaluation Group=SOTA Architecture Comparison2021.08 | 51.8 | 71.63 | 59.3 | -5.92 | 27.26 | 30.45 |