Backdoor Attack in Dataset Condensation on STL10
72.92CTANaive
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NaiveCondensation Strategy=IDM, Backbone=AlexNetBN2026.03 | 72.92 | 10 | |
| SimpleCondensation Strategy=IDM, Backbone=AlexNetBN2026.03 | 72.38 | 10.16 | |
| RelaxCondensation Strategy=IDM, Backbone=AlexNetBN2026.03 | 71.91 | 66.76 | |
| InkDropCondensation Strategy=IDM, Backbone=AlexNetBN2026.03 | 67.74 | 90.67 | |
| DOORPINGCondensation Method=IDM2026.03 | 66.1 | 31.4 | |
| SNEAKDOORCondensation Method=IDM2026.03 | 65.8 | 97.9 | |
| SIMPLECondensation Method=IDM2026.03 | 65.8 | 10 | |
| RELAXCondensation Method=IDM2026.03 | 65.8 | 95.4 | |
| DoorpingCondensation Strategy=IDM, Backbone=AlexNetBN2026.03 | 64.62 | 100 | |
| NaiveCondensation Strategy=DAM, Backbone=AlexNetBN2026.03 | 60.29 | 10.08 | |
| SNEAKDOORCondensation Method=DM2026.03 | 59.8 | 97.3 | |
| DOORPINGCondensation Method=DC2026.03 | 59.8 | 22.7 | |
| SIMPLECondensation Method=DM2026.03 | 59.7 | 9.6 | |
| RELAXCondensation Method=DM2026.03 | 59.6 | 100 | |
| DOORPINGCondensation Method=DM2026.03 | 57.7 | 14.9 | |
| NaiveCondensation Strategy=DM, Backbone=AlexNetBN2026.03 | 57.32 | 10.44 | |
| SimpleCondensation Strategy=DAM, Backbone=AlexNetBN2026.03 | 56.83 | 9.84 | |
| RelaxCondensation Strategy=DAM, Backbone=AlexNetBN2026.03 | 56.58 | 87.24 | |
| DoorpingCondensation Strategy=DAM, Backbone=AlexNetBN2026.03 | 56.5 | 100 | |
| SNEAKDOORCondensation Method=DC2026.03 | 56.5 | 99.8 | |
| RELAXCondensation Method=DC2026.03 | 56.3 | 99.8 | |
| InkDropCondensation Strategy=DAM, Backbone=AlexNetBN2026.03 | 55.97 | 100 | |
| DoorpingCondensation Strategy=DM, Backbone=AlexNetBN2026.03 | 55.65 | 100 | |
| InkDropCondensation Strategy=DM, Backbone=AlexNetBN2026.03 | 55.53 | 96.67 | |
| SIMPLECondensation Method=DC2026.03 | 55 | 11.2 | |
| RelaxCondensation Strategy=DM, Backbone=AlexNetBN2026.03 | 54.96 | 70.64 | |
| SimpleCondensation Strategy=DM, Backbone=AlexNetBN2026.03 | 54.36 | 9.24 | |
| SIMPLECondensation Method=DAM2026.03 | 53.5 | 10.3 | |
| RELAXCondensation Method=DAM2026.03 | 53.5 | 100 | |
| DOORPINGCondensation Method=DAM2026.03 | 53.3 | 100 | |
| SNEAKDOORCondensation Method=DAM2026.03 | 53.2 | 99.2 |