Bag-level classification on Cervical Cancer Dataset
81.89AUCTOP
Evaluation Results
| Method | Links | |
|---|---|---|
| TOPpooling=Instance+Bag Prompt-Learning, shots=16-shot2023.05 | 81.89 | |
| TOPpooling=Instance+Bag Prompt-Learning, shots=8-shot2023.05 | 80.07 | |
| TOPpooling=Instance+Bag Prompt-Learning, shots=4-shot2023.05 | 78.69 | |
| TOPpooling=Instance+Bag Prompt-Learning, shots=2-shot2023.05 | 76.18 | |
| CoOppooling=Attention-pooling, shots=16-shot2023.05 | 75.65 | |
| CoOppooling=Attention-pooling, shots=8-shot2023.05 | 73.49 | |
| Linear-Probepooling=Attention-pooling, shots=16-shot2023.05 | 73.45 | |
| Linear-Probepooling=Attention-pooling, shots=8-shot2023.05 | 72.82 | |
| CoOppooling=Attention-pooling, shots=4-shot2023.05 | 72.71 | |
| Linear-Probepooling=Attention-pooling, shots=4-shot2023.05 | 71.55 | |
| TOPpooling=Instance+Bag Prompt-Learning, shots=1-shot2023.05 | 70.52 | |
| CoOppooling=Attention-pooling, shots=2-shot2023.05 | 69.27 | |
| Linear-Probepooling=Attention-pooling, shots=2-shot2023.05 | 68.73 | |
| Linear-Probepooling=Mean-pooling, shots=16-shot2023.05 | 67.56 | |
| Linear-Probepooling=Mean-pooling, shots=8-shot2023.05 | 66.84 | |
| Linear-Probepooling=Mean-pooling, shots=4-shot2023.05 | 65.93 | |
| CoOppooling=Attention-pooling, shots=1-shot2023.05 | 64.84 | |
| Linear-Probepooling=Max-pooling, shots=16-shot2023.05 | 63.22 | |
| Linear-Probepooling=Max-pooling, shots=8-shot2023.05 | 62.49 | |
| Linear-Probepooling=Mean-pooling, shots=2-shot2023.05 | 62.46 | |
| Linear-Probepooling=Attention-pooling, shots=1-shot2023.05 | 61.37 | |
| Linear-Probepooling=Max-pooling, shots=4-shot2023.05 | 60.38 | |
| Linear-Probepooling=Mean-pooling, shots=1-shot2023.05 | 60.11 | |
| Linear-Probepooling=Max-pooling, shots=2-shot2023.05 | 58.84 | |
| Linear-Probepooling=Max-pooling, shots=1-shot2023.05 | 58.69 |