Object Classification on ImageNet InceptionV3 (test)
0.35SURF MAESAE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SAEBackbone=InceptionV3, Pre-training=ImageNet, Top-K=5, Total CAVs=5052025.04 | 0.35 | 0.226 | 72 | 0.77 | |
| MCDBackbone=InceptionV3, Pre-training=ImageNet2025.04 | 2.76 | 0.327 | 89.1 | 0.385 | |
| ICEBackbone=InceptionV3, Pre-training=ImageNet2025.04 | 3.34 | 0.595 | 50.3 | -0.05 | |
| CDISCOBackbone=InceptionV3, Pre-training=ImageNet2025.04 | 4.08 | 0.847 | 1.52 | 0.012 | |
| CRAFTBackbone=InceptionV3, Pre-training=ImageNet2025.04 | 4.26 | 0.652 | 8.41 | 0.131 | |
| C-SHAPBackbone=InceptionV3, Pre-training=ImageNet2025.04 | 4.31 | 0.754 | 9.7 | -0.08 |