Papers with Code · CC BY-SA 4.0

Error Understanding

7 평가 기록 2 datasets

Discover what causes the model’s prediction errors.

논문

Grad-CAM++: Improved Visual Explanations for Deep Convolutional Networks

1710.11063 2017-10-30 이 페이지의 평가 2건

Average highest confidence: 0.2647Insertion AUC score: 0.1094

Making Sense of Dependence: Efficient Black-box Explanations Using Dependence Measure

2206.06219 2022-06-13 이 페이지의 평가 2건

Average highest confidence: 0.2493Insertion AUC score: 0.1446

Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks

1910.01279 2019-10-03 이 페이지의 평가 2건

Average highest confidence: 0.2510Insertion AUC score: 0.1073

Less is More: Fewer Interpretable Region via Submodular Subset Selection

2402.09164 2024-02-14 이 페이지의 평가 1건

Average highest confidence (ResNet-101): 0.4513Insertion AUC score (ResNet-101): 0.1772Average highest confidence (MobileNetV2): 0.5367Insertion AUC score (MobileNetV2): 0.1922