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Adversarial Robustness Evaluation on FGVC Aircraft (Image Classification)

71.9Robust Accuracy

DBD

-2.87616.53735.9555.363Feb 12, 2026Mar 5, 2026Mar 27, 2026Apr 18, 2026May 9, 2026May 31, 2026Jun 22, 2026
Updated 1mo ago

Evaluation Results

MethodLinks
2026.06
71.929.7---
2026.06
66.322.4---
2026.06
56.321.6---
2026.06
14.424---
2026.06
12.318.1---
2026.06
11.115.4---
2026.06
10.119.6---
2026.06
6.828.7---
2026.03
5.41----
2026.03
4.75----
2026.03
4.56----
2026.02
4.5313.39---
2026.03
4.26----
2026.02
4.0213.86---
2026.03
3.97----
2026.02
3.5111.98---
2026.03
3.12----
2026.06
2.97.3---
2026.06
2.821.7---
2026.06
2.76.1---
2026.06
2.46.6---
2026.06
24.2---
2026.03
1.98----
2026.03
1.95----
2026.02
1.876.42---
2026.02
1.853.84---
2026.03
1.83----
2026.03
1.8----
2026.03
1.71----
2026.06
1.76.7---
2026.03
1.68----
2026.03
1.62----
2026.03
1.62----
2026.03
1.62----
2026.03
1.61----
2026.06
1.66.5---
2026.03
1.56----
2026.03
1.53----
2026.03
1.38----
2026.03
1.26----
2026.03
1.08----
2026.03
0.9----
2026.02
0.8414.19---
2026.03
0.84----
2026.03
0.84----
2026.03
0.83----
2026.06
0.76.4---
2026.03
0.63----
2026.03
0.63----
2026.06
0.66.7---
2026.06
0.56.6---
2026.03
0.28----
2026.03
0.06----
2026.02
0.039.3---
2026.03
0.03----
2026.03
0.03----
2026.03
0.01----
2026.03
0----
2026.03
0----
2026.06
019.6---
2026.06
020.6---
2026.06
027.1---
2025.12
-20.160--
2025.12
-3.61.23--
2025.12
-4.411.59--
2025.12
-3.961.65--
2025.12
-10.952.61--
2025.12
-20.1600.23-
2025.12
-13.895.14.05-
2025.12
-17.15.284.08-
2025.12
-15.245.734.5-
2025.12
-20.160.2300
2025.12
-5.191.862.162.1
2025.12
-15.630.060.541.11
2025.12
-11.790.513.210.99
2025.12
-8.822.342.882.85
2025.12
-10.952.613.453.21