Few-shot Segmentation on BCV Liver (in-domain)
83Dice (Clean)PNODE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PNODEAttack Type=Clean, Shots=12022.10 | 83 | — | — | — | |
| PNODEshot=32022.10 | 76 | 53 | 52 | 39 | |
| AT-PANetshot=32022.10 | 69 | 36 | 39 | 23 | |
| PANetshot=32022.10 | 67 | 38 | 31 | 16 | |
| AT-PANetAttack Type=Clean, Shots=12022.10 | 65 | — | — | — | |
| PANetAttack Type=Clean, Shots=12022.10 | 61 | — | — | — | |
| SENetAttack Type=Clean, Shots=12022.10 | 61 | — | — | — | |
| PNODEAttack Type=FGSM, Shots=12022.10 | 52 | — | — | — | |
| FSS1000shot=32022.10 | 49 | 15 | 5 | 19 | |
| PNODEAttack Type=PGD, Shots=12022.10 | 46 | — | — | — | |
| PNODEAttack Type=SMIA, Shots=12022.10 | 38 | — | — | — | |
| FSS1000Attack Type=Clean, Shots=12022.10 | 37 | — | — | — | |
| AT-PANetAttack Type=SMIA, Shots=12022.10 | 36 | — | — | — | |
| AT-PANetAttack Type=FGSM, Shots=12022.10 | 35 | — | — | — | |
| SENetAttack Type=FGSM, Shots=12022.10 | 30 | — | — | — | |
| PANetAttack Type=FGSM, Shots=12022.10 | 29 | — | — | — | |
| AT-PANetAttack Type=PGD, Shots=12022.10 | 27 | — | — | — | |
| SENetAttack Type=PGD, Shots=12022.10 | 22 | — | — | — | |
| PANetAttack Type=PGD, Shots=12022.10 | 21 | — | — | — | |
| PANetAttack Type=SMIA, Shots=12022.10 | 20 | — | — | — | |
| FSS1000Attack Type=SMIA, Shots=12022.10 | 18 | — | — | — | |
| SENetAttack Type=SMIA, Shots=12022.10 | 12 | — | — | — | |
| FSS1000Attack Type=FGSM, Shots=12022.10 | 10 | — | — | — | |
| FSS1000Attack Type=PGD, Shots=12022.10 | 4 | — | — | — |