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ResearchFormerly WizWand

Bag-level classification on Cervical Cancer Dataset

81.89AUCTOP
57.76264.02670.2976.554May 29, 2023
Updated 8mo ago

Evaluation results

MethodLinks
TOPpooling=Instance+Bag Prompt-Learning, shots=16-shot2023.0581.89
TOPpooling=Instance+Bag Prompt-Learning, shots=8-shot2023.0580.07
TOPpooling=Instance+Bag Prompt-Learning, shots=4-shot2023.0578.69
TOPpooling=Instance+Bag Prompt-Learning, shots=2-shot2023.0576.18
CoOppooling=Attention-pooling, shots=16-shot2023.0575.65
CoOppooling=Attention-pooling, shots=8-shot2023.0573.49
Linear-Probepooling=Attention-pooling, shots=16-shot2023.0573.45
Linear-Probepooling=Attention-pooling, shots=8-shot2023.0572.82
CoOppooling=Attention-pooling, shots=4-shot2023.0572.71
Linear-Probepooling=Attention-pooling, shots=4-shot2023.0571.55
TOPpooling=Instance+Bag Prompt-Learning, shots=1-shot2023.0570.52
CoOppooling=Attention-pooling, shots=2-shot2023.0569.27
Linear-Probepooling=Attention-pooling, shots=2-shot2023.0568.73
Linear-Probepooling=Mean-pooling, shots=16-shot2023.0567.56
Linear-Probepooling=Mean-pooling, shots=8-shot2023.0566.84
Linear-Probepooling=Mean-pooling, shots=4-shot2023.0565.93
CoOppooling=Attention-pooling, shots=1-shot2023.0564.84
Linear-Probepooling=Max-pooling, shots=16-shot2023.0563.22
Linear-Probepooling=Max-pooling, shots=8-shot2023.0562.49
Linear-Probepooling=Mean-pooling, shots=2-shot2023.0562.46
Linear-Probepooling=Attention-pooling, shots=1-shot2023.0561.37
Linear-Probepooling=Max-pooling, shots=4-shot2023.0560.38
Linear-Probepooling=Mean-pooling, shots=1-shot2023.0560.11
Linear-Probepooling=Max-pooling, shots=2-shot2023.0558.84
Linear-Probepooling=Max-pooling, shots=1-shot2023.0558.69