Visual Explanation Evaluation on CUB-200 Birds
70.7MoRF (Pixel Value) InsertionLAX
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LAXBackbone Family=CNN-based2026.05 | 70.7 | 41.5 | 77.2 | 31.7 | 13.7 | 42.6 | 10.1 | 49.1 | 44.5 | 26.5 | 0.18 | |
| Grad-CAMBackbone Family=CNN-based2026.05 | 66.5 | 41.2 | 76.8 | 28.4 | 19.8 | 42.1 | 10.3 | 52.1 | 24.4 | 26.4 | -0.019 | |
| Layer-CAMBackbone Family=CNN-based2026.05 | 66.2 | 41.4 | 76.3 | 29.1 | 20.3 | 42.2 | 11.2 | 51.7 | 24.3 | 27.5 | -0.031 | |
| Grad-CAM++Backbone Family=CNN-based2026.05 | 65.4 | 43.1 | 76.3 | 29.1 | 21 | 41.1 | 10.9 | 51.7 | 23 | 25.6 | -0.026 | |
| Finer-CAMBackbone Family=CNN-based2026.05 | 64.6 | 45.5 | 77.4 | 29.5 | 21.8 | 38.3 | 9.9 | 50.4 | 19.7 | 22.1 | -0.023 | |
| KPCA-CAMBackbone Family=CNN-based2026.05 | 56.5 | 55.6 | 75.7 | 31.8 | 29.4 | 31.5 | 11.4 | 50.5 | 5.8 | 14.8 | -0.091 |