WSI Classification on CAMELYON16 binary (test)
0.9532Instance AUCFully Supervised
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Fully SupervisedBag Shot=All, Instance Shot=All2024.09 | 0.9532 | 0.8555 | |
| FASTBag Shot=16, Instance Shot=162024.09 | 0.9151 | 0.8197 | |
| FASTBag Shot=8, Instance Shot=162024.09 | 0.906 | 0.7742 | |
| Zero-shot CONCHBag Shot=0, Instance Shot=02024.09 | 0.8929 | 0.7113 | |
| FASTBag Shot=4, Instance Shot=162024.09 | 0.8864 | 0.7359 | |
| FASTBag Shot=2, Instance Shot=162024.09 | 0.8584 | 0.7595 | |
| FASTBag Shot=1, Instance Shot=162024.09 | 0.84 | 0.6933 | |
| Tip-Adapter-FBag Shot=8, Instance Shot=162024.09 | 0.7392 | 0.6045 | |
| Tip-Adapter-FBag Shot=16, Instance Shot=162024.09 | 0.7227 | 0.5965 | |
| Tip-Adapter-FBag Shot=2, Instance Shot=162024.09 | 0.72 | 0.5748 | |
| Tip-Adapter-FBag Shot=1, Instance Shot=162024.09 | 0.7162 | 0.5581 | |
| Tip-Adapter-FBag Shot=4, Instance Shot=162024.09 | 0.699 | 0.5731 | |
| Tip-AdapterBag Shot=16, Instance Shot=162024.09 | 0.6835 | 0.4913 | |
| Tip-AdapterBag Shot=8, Instance Shot=162024.09 | 0.6782 | 0.488 | |
| Zero-shot CLIPBag Shot=0, Instance Shot=02024.09 | 0.6711 | 0.5409 | |
| Tip-AdapterBag Shot=1, Instance Shot=162024.09 | 0.6275 | 0.4981 | |
| Tip-AdapterBag Shot=2, Instance Shot=162024.09 | 0.6198 | 0.5141 | |
| Zero-shot PLIPBag Shot=0, Instance Shot=02024.09 | 0.6004 | 0.5434 | |
| Tip-AdapterBag Shot=4, Instance Shot=162024.09 | 0.5601 | 0.5321 |