Object Erasure on ImageNet-10 Target Concepts SD 1.4
1Original AccuracyDP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DPTarget Object=French Horn, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 1 | 0 | |
| DPTarget Object=Golf Ball, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 0.99 | 0 | |
| DPTarget Object=English Springer, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 0.95 | 0 | |
| DPTarget Object=Parachute, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 0.95 | 0 | |
| ESDTarget Object=Mean, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 0.859 | 0.072 | |
| CPTarget Object=Mean, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 0.859 | 0.057 | |
| AGETarget Object=Mean, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 0.859 | 0.096 | |
| UCETarget Object=Mean, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 0.859 | 0.078 | |
| DPTarget Object=Mean, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 0.859 | 0.008 | |
| DPTarget Object=Church, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 0.84 | 0.04 | |
| DPTarget Object=Chain Saw, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 0.8 | 0 | |
| ESDTarget Object=Cassette Player, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 0.78 | 0.205 | |
| CPTarget Object=Cassette Player, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 0.78 | 0.043 | |
| AGETarget Object=Cassette Player, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 0.78 | 0.24 | |
| UCETarget Object=Cassette Player, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 0.78 | 0.12 | |
| DPTarget Object=Cassette Player, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 0.78 | 0.02 | |
| DPTarget Object=Garbage Truck, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 0.78 | 0 | |
| DPTarget Object=Gas Pump, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 0.77 | 0.02 | |
| DPTarget Object=Tench, Backbone=SD 1.4, Evaluation Classifier=ResNet-50, Evaluation Protocol=Top-1 Accuracy2026.04 | 0.73 | 0 |