Medical Image Segmentation on COVID-19 CT (test)
75.1DSCASAP
Evaluation results
| Method | Links | |
|---|---|---|
| ASAPTarget data percentage=100%2026.05 | 75.1 | |
| SimCroPTarget data percentage=100%2026.05 | 75 | |
| fVLMTarget data percentage=100%2026.05 | 74.5 | |
| HEMAETarget data percentage=100%2026.05 | 74.4 | |
| Low-Rank MoE (△ ∇ sequence)#param=3.4M, Low-Rank=true, MoE=true2024.06 | 74.17 | |
| CT-CLIPTarget data percentage=100%2026.05 | 73.9 | |
| Low-Rank MoE (∇ □ sequence)#param=3.4M, Low-Rank=true, MoE=true2024.06 | 73.68 | |
| Low-Rank MoE (∇ △ sequence)#param=3.4M, Low-Rank=true, MoE=true2024.06 | 73.68 | |
| Low-Rank MoE (Single-task)#param=3.4M, Low-Rank=true, MoE=true2024.06 | 73.27 | |
| HLIPTarget data percentage=100%2026.05 | 72.8 | |
| Swin-UNETR (Single-task)#param=88.1M, Low-Rank=false, MoE=false2024.06 | 72.71 | |
| Swin-UNETR (□ ∇ sequence)#param=88.1M, Low-Rank=false, MoE=false2024.06 | 72.44 | |
| Swin-UNETR (∇ □ sequence)#param=88.1M, Low-Rank=false, MoE=false2024.06 | 72.3 | |
| SOTA2024.06 | 68.2 | |
| ASAPTarget data percentage=10%2026.05 | 67.3 | |
| HLIPTarget data percentage=10%2026.05 | 64.9 | |
| HEMAETarget data percentage=10%2026.05 | 64.4 | |
| CT-CLIPTarget data percentage=10%2026.05 | 64.2 | |
| SimCroPTarget data percentage=10%2026.05 | 61.2 | |
| fVLMTarget data percentage=10%2026.05 | 60.7 | |
| Swin-UNETR (△ ∇ sequence)#param=88.1M, Low-Rank=false, MoE=false2024.06 | 50.2 |