Concept Preservation on ImageNet 10 Preserved Concepts SD 1.4
87.3Original AccuracyDP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DPTarget Object=Tench, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 87.3 | 4.6 | |
| DPTarget Object=Gas Pump, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 86.9 | 2.6 | |
| DPTarget Object=Cassette Player, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 86.8 | 3.3 | |
| DPTarget Object=Garbage Truck, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 86.8 | -1.2 | |
| DPTarget Object=Chain Saw, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 86.6 | 0.3 | |
| DPTarget Object=Church, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 86.1 | 6.1 | |
| ESDTarget Object=Mean, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 85.9 | 19.5 | |
| CPTarget Object=Mean, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 85.9 | 32.5 | |
| AGETarget Object=Mean, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 85.9 | 5.6 | |
| UCETarget Object=Mean, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 85.9 | 6.7 | |
| DPTarget Object=Mean, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 85.9 | 2.4 | |
| DPTarget Object=English Springer, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 84.9 | -0.8 | |
| DPTarget Object=Parachute, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 84.9 | -0.8 | |
| DPTarget Object=Golf Ball, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 84.4 | 5.4 | |
| DPTarget Object=French Horn, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 84.3 | 4.2 |