Interactive Segmentation on MVTec AD 1.0 (test)
94.1APADClick
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ADClickclick count=5, finetuned with simulated anomalies=true2024.07 | 94.1 | 98.8 | 99.7 | 77.7 | |
| ADClickclick count=5, finetuned with simulated anomalies=false2024.07 | 93.5 | 98.7 | 99.7 | 75.6 | |
| SimpleClickclick count=5, finetuned with simulated anomalies=true2024.07 | 92.9 | 97.2 | 98.6 | 77.9 | |
| ADClickclick count=3, finetuned with simulated anomalies=true2024.07 | 92.1 | 98.4 | 99.6 | 73.7 | |
| ADClickclick count=3, finetuned with simulated anomalies=false2024.07 | 91.2 | 98.4 | 99.6 | 71.2 | |
| SimpleClickclick count=3, finetuned with simulated anomalies=true2024.07 | 87.8 | 96 | 97.7 | 70.5 | |
| GPCISclick count=5, finetuned with simulated anomalies=true2024.07 | 86.1 | 91.5 | 98 | 65.8 | |
| SimpleClickclick count=5, finetuned with simulated anomalies=false2024.07 | 80 | 92.2 | 97.6 | 71.7 | |
| GPCISclick count=3, finetuned with simulated anomalies=true2024.07 | 78 | 87.8 | 95.4 | 58 | |
| GPCISclick count=5, finetuned with simulated anomalies=false2024.07 | 75 | 85.3 | 96 | 58.3 | |
| SimpleClickclick count=3, finetuned with simulated anomalies=false2024.07 | 58.6 | 83.2 | 95.1 | 53.1 | |
| GPCISclick count=3, finetuned with simulated anomalies=false2024.07 | 54.8 | 77.5 | 93 | 42.7 | |
| SAMclick count=5, finetuned with simulated anomalies=false2024.07 | 42.7 | 66.8 | 89.8 | 41.5 | |
| SAMclick count=3, finetuned with simulated anomalies=false2024.07 | 41.3 | 64.7 | 88.7 | 42.3 |