Weakly-supervised localization on NIH ChestX-ray14 (test)
0.814Macro IoU Acc @ T(IoU)=0.1CLARiTy-S-16-512
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CLARiTy-S-16-512Image Size=512, NIH Training Set Size=70%2025.12 | 0.814 | 0.688 | 0.588 | 0.47 | 0.318 | |
| ThoraX-PriorNet-512Image Size=512, NIH Training Set Size=70%2025.12 | 0.803 | 0.626 | 0.488 | 0.334 | 0.217 | |
| PCANImage Size=512, NIH Training Set Size=80%2025.12 | 0.778 | 0.574 | 0.364 | 0.207 | 0.103 | |
| CLARiTy-S-16-224Image Size=224, NIH Training Set Size=70%2025.12 | 0.773 | 0.614 | 0.502 | 0.394 | 0.303 | |
| ThoraX-PriorNet-224Image Size=224, NIH Training Set Size=70%2025.12 | 0.666 | 0.509 | 0.398 | 0.296 | 0.201 | |
| Li et al. (2022)Image Size=512, NIH Training Set Size=80%2025.12 | 0.639 | 0.527 | 0.397 | 0.314 | 0.243 | |
| RGTImage Size=224, NIH Training Set Size=70%2025.12 | 0.591 | 0.424 | 0.281 | 0.173 | 0.09 | |
| Wang et al. (2017)Image Size=1024, NIH Training Set Size=70%2025.12 | 0.568 | 0.373 | 0.221 | 0.116 | 0.062 |