Subtype diagnosis on CH dataset
0.942AUCTARDis
Evaluation results
| Method | Links | |
|---|---|---|
| TARDisV=true, D=true2025.12 | 0.942 | |
| TARDisA=true, V=true, D=true2025.12 | 0.938 | |
| TARDisN=true, V=true, D=true2025.12 | 0.937 | |
| TARDisN=true, A=true, V=true, D=true2025.12 | 0.934 | |
| TARDisN=true, A=true, D=true2025.12 | 0.929 | |
| TARDisN=true, V=true2025.12 | 0.928 | |
| TARDisA=true, V=true2025.12 | 0.928 | |
| TARDisA=true, D=true2025.12 | 0.928 | |
| TARDisN=true, A=true, V=true2025.12 | 0.927 | |
| TARDisAggregate=Average2025.12 | 0.923 | |
| TARDisV=true2025.12 | 0.92 | |
| TARDisN=true, D=true2025.12 | 0.919 | |
| TARDisN=true, A=true2025.12 | 0.917 | |
| TARDisA=true2025.12 | 0.912 | |
| TARDisD=true2025.12 | 0.912 | |
| TARDisN=true2025.12 | 0.876 | |
| M3AEN=true, A=true, V=true, D=true2025.12 | 0.86 | |
| M3AEN=true, A=true, V=true2025.12 | 0.844 | |
| M3AEN=true, A=true, D=true2025.12 | 0.84 | |
| M3AEN=true, V=true, D=true2025.12 | 0.84 | |
| M3AEN=true, V=true2025.12 | 0.809 | |
| M3AEN=true, A=true2025.12 | 0.803 | |
| M2FTransA=true, V=true, D=true2025.12 | 0.776 | |
| M2FTransV=true, D=true2025.12 | 0.773 | |
| M2FTransA=true, D=true2025.12 | 0.769 | |
| M2FTransA=true, V=true2025.12 | 0.767 | |
| M2FTransV=true2025.12 | 0.763 | |
| M2FTransN=true, A=true, V=true, D=true2025.12 | 0.762 | |
| M2FTransN=true, V=true, D=true2025.12 | 0.76 | |
| M2FTransA=true2025.12 | 0.755 | |
| M2FTransN=true, A=true, V=true2025.12 | 0.755 | |
| M2FTransAggregate=Average2025.12 | 0.752 | |
| M3AEN=true, D=true2025.12 | 0.751 | |
| M2FTransN=true, A=true, D=true2025.12 | 0.751 | |
| M2FTransN=true, D=true2025.12 | 0.738 | |
| M2FTransD=true2025.12 | 0.737 | |
| M2FTransN=true, V=true2025.12 | 0.737 | |
| M2FTransN=true, A=true2025.12 | 0.735 | |
| RFNetN=true, V=true, D=true2025.12 | 0.73 | |
| RFNetN=true, A=true, V=true, D=true2025.12 | 0.728 | |
| RFNetN=true, D=true2025.12 | 0.712 | |
| RFNetN=true, A=true, D=true2025.12 | 0.709 | |
| M2FTransN=true2025.12 | 0.708 | |
| M3AEAggregate=Average2025.12 | 0.697 | |
| M3AEN=true2025.12 | 0.69 | |
| RFNetN=true, A=true, V=true2025.12 | 0.677 | |
| RFNetN=true, V=true2025.12 | 0.676 | |
| RFNetA=true, V=true, D=true2025.12 | 0.658 | |
| RFNetAggregate=Average2025.12 | 0.638 | |
| RFNetN=true, A=true2025.12 | 0.637 | |
| RFNetV=true, D=true2025.12 | 0.636 | |
| RFNetV=true2025.12 | 0.612 | |
| M3AEV=true2025.12 | 0.601 | |
| RFNetN=true2025.12 | 0.59 | |
| mmFormerA=true, V=true2025.12 | 0.587 | |
| mmFormerN=true, V=true, D=true2025.12 | 0.587 | |
| M3AEA=true, V=true, D=true2025.12 | 0.587 | |
| RFNetA=true, V=true2025.12 | 0.586 | |
| mmFormerN=true, A=true, V=true, D=true2025.12 | 0.586 | |
| M3AEV=true, D=true2025.12 | 0.579 | |
| M3AEA=true, V=true2025.12 | 0.574 | |
| RFNetA=true, D=true2025.12 | 0.572 | |
| mmFormerN=true, D=true2025.12 | 0.571 | |
| mmFormerN=true, A=true, V=true2025.12 | 0.57 | |
| mmFormerN=true, A=true, D=true2025.12 | 0.57 | |
| M3AEA=true2025.12 | 0.565 | |
| mmFormerV=true2025.12 | 0.564 | |
| M3AEA=true, D=true2025.12 | 0.563 | |
| mmFormerN=true, V=true2025.12 | 0.556 | |
| M3AED=true2025.12 | 0.555 | |
| mmFormerA=true, V=true, D=true2025.12 | 0.546 | |
| mmFormerAggregate=Average2025.12 | 0.546 | |
| RFNetD=true2025.12 | 0.538 | |
| mmFormerN=true2025.12 | 0.533 | |
| mmFormerN=true, A=true2025.12 | 0.532 | |
| mmFormerV=true, D=true2025.12 | 0.518 | |
| mmFormerD=true2025.12 | 0.509 | |
| RFNetA=true2025.12 | 0.502 | |
| mmFormerA=true2025.12 | 0.499 | |
| mmFormerA=true, D=true2025.12 | 0.456 |