Classification on Infarction 10% labels
0.8414AUCSTiL
Evaluation results
| Method | Links | |
|---|---|---|
| STiLModality=I, T2025.03 | 0.8414 | |
| STiLModality (I)=true, Modality (T)=true2025.03 | 0.8414 | |
| MMatchModality (I)=true, Modality (T)=true2025.03 | 0.8184 | |
| CoMatch^MModality (I)=true, Modality (T)=true2025.03 | 0.8118 | |
| Co-trainingModality (I)=true, Modality (T)=true2025.03 | 0.8105 | |
| TIPModality=I, T, Evaluation Protocol=Linear-probing (L)2025.03 | 0.8031 | |
| SimMatch^MModality (I)=true, Modality (T)=true2025.03 | 0.803 | |
| SAINTModality=T, Evaluation Protocol=Full fine-tuning (F)2025.03 | 0.7993 | |
| SCARFModality=T, Evaluation Protocol=Full fine-tuning (F)2025.03 | 0.7992 | |
| TIPModality=I, T, Evaluation Protocol=Full fine-tuning (F)2025.03 | 0.7971 | |
| Self-KDModality (I)=true, Modality (T)=true2025.03 | 0.7853 | |
| FreeMatch^MModality (I)=true, Modality (T)=true2025.03 | 0.782 | |
| SCARFModality=T, Evaluation Protocol=Linear-probing (L)2025.03 | 0.7786 | |
| Interact Fuse (IF)Modality=I, T2025.03 | 0.7722 | |
| SAINTModality=T, Evaluation Protocol=Linear-probing (L)2025.03 | 0.7529 | |
| MMCLModality=I, T, Evaluation Protocol=Linear-probing (L)2025.03 | 0.729 | |
| SimMatchModality (I)=true, Modality (T)=false2025.03 | 0.7161 | |
| FreeMatchModality (I)=true, Modality (T)=false2025.03 | 0.7127 | |
| CoMatchModality (I)=true, Modality (T)=false2025.03 | 0.7116 | |
| MMCLModality=I, T, Evaluation Protocol=Full fine-tuning (F)2025.03 | 0.6684 | |
| SimCLRModality=I, Evaluation Protocol=Full fine-tuning (F)2025.03 | 0.6558 | |
| SimCLRModality=I, Evaluation Protocol=Linear-probing (L)2025.03 | 0.6403 | |
| BYOLModality=I, Evaluation Protocol=Linear-probing (L)2025.03 | 0.6255 | |
| BYOLModality=I, Evaluation Protocol=Full fine-tuning (F)2025.03 | 0.6217 | |
| TIP w/o SSLModality=I, T2025.03 | 0.5831 | |
| ResNet-50Modality=I2025.03 | 0.5547 | |
| DAFTModality=I, T2025.03 | 0.515 |