Visual Explanation Evaluation on Aircraft benchmark leaderboard · SOTA2 Research

Visual Explanation Evaluation on Aircraft

0.037Deletion ScoreLayer-CAM

Evaluation Results

Method	Links
Layer-CAM2025.01		0.037	0.101	0.113	0.662
Grad-CAM2025.01		0.039	0.097	0.112	0.608
Grad-CAM + Finer-CAM2025.01		0.039	0.113	0.127	0.614
Layer-CAM + Finer-CAM2025.01		0.039	0.113	0.124	0.664
Score-CAM2025.01		0.05	0.074	0.086	0.595
Score-CAM + Finer-CAM2025.01		0.05	0.085	0.094	0.602
Layer-CAM2025.01		0.168	0.286	0.367	0.729
Layer-CAM + Finer2025.01		0.17	0.312	0.383	0.749
Grad-CAM2025.01		0.178	0.242	0.309	0.561
Grad-CAM + Finer2025.01		0.178	0.27	0.339	0.586
Score-CAM2025.01		0.198	0.182	0.257	0.611
Score-CAM + Finer2025.01		0.203	0.194	0.264	0.653