Explainable AI evaluation on CUB-200 2011
1.4Infidelity (FID)USU-Hybrid
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| USU-HybridModel=ResNet502026.03 | 1.4 | 46 | 40 | 51 | 27 | 59 | |
| USUModel=ResNet502026.03 | 1.52 | 43 | 39 | 50 | 28 | 55 | |
| USU-HybridModel=VGG162026.03 | 1.7 | 30 | 27 | 62 | 30 | 74 | |
| USUModel=VGG162026.03 | 1.83 | 27 | 26 | 59 | 32 | 71 | |
| BilinearModel=ViT-B-162026.03 | 1.83 | 67 | 63 | 36 | 20 | 28 | |
| NearestModel=ViT-B-162026.03 | 1.92 | 69 | 65 | 34 | 20 | 26 | |
| BicubicModel=ViT-B-162026.03 | 2.05 | 68 | 64 | 35 | 20 | 27 | |
| Lanczos-3Model=ViT-B-162026.03 | 2.14 | 69 | 65 | 34 | 20 | 26 | |
| USU-HybridModel=ViT-B-162026.03 | 5.08 | 36 | 33 | 57 | 30 | 69 | |
| BilinearModel=VGG162026.03 | 5.44 | 61 | 57 | 42 | 19 | 32 | |
| USUModel=ViT-B-162026.03 | 5.61 | 35 | 32 | 55 | 30 | 67 | |
| NearestModel=VGG162026.03 | 5.68 | 63 | 59 | 40 | 18 | 30 | |
| BicubicModel=VGG162026.03 | 6.12 | 62 | 58 | 41 | 18 | 31 | |
| Lanczos-3Model=VGG162026.03 | 6.38 | 63 | 59 | 40 | 18 | 30 | |
| BilinearModel=ResNet502026.03 | 8.46 | 65 | 61 | 38 | 17 | 29 | |
| NearestModel=ResNet502026.03 | 8.71 | 67 | 63 | 36 | 16 | 27 | |
| BicubicModel=ResNet502026.03 | 9.32 | 66 | 62 | 37 | 16 | 28 | |
| Lanczos-3Model=ResNet502026.03 | 9.68 | 67 | 63 | 36 | 16 | 27 |