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Image Classification on CIFAR-10 (test) (Adversarial Robustness Suite)

99.97Attack Success Rate (ASR)

BackWeak

-0.483625.595751.67577.7543Sep 9, 2025Oct 21, 2025Dec 2, 2025Jan 13, 2026Feb 24, 2026Apr 7, 2026May 19, 2026
Updated 23h ago

Evaluation Results

MethodLinks
2025.11
99.97----------87.9789.03-
2025.11
99.97----------87.9789.03-
2025.11
99.97----------87.9789.03-
2025.11
99.88----------88.0588.48-
2025.11
99.21----------90.5889.34-
2025.11
98.96----------85.5688.23-
2025.11
97.88----------88.7187.9-
2025.11
97.82----------88.1687.34-
2025.11
97.64----------73.7571.3-
2025.11
97.64----------73.7571.3-
2025.11
97.64----------73.7571.3-
2025.11
97.5----------89.7987.75-
2025.11
97.04----------89.8687.7-
2026.05
96.9---------77.03---
2025.11
96.79----------73.4969.32-
2025.11
96.67----------89.5986.88-
2025.11
96.61----------89.7887.17-
2025.11
96.4----------91.2486.9-
2025.11
95.77----------87.7386.59-
2025.11
95.64----------90.3386.4-
2025.11
95.63----------80.7474.43-
2025.11
95.33----------90.3986.19-
2025.11
94.41----------90.6385.06-
2025.11
94.41----------90.6385.06-
2025.11
94.41----------90.6385.06-
2025.11
94.27----------80.4973.24-
2025.09
94.2681.18------2-----
2025.11
93.56----------72.5965.78-
2025.11
93.07----------89.8883.61-
2025.11
92.62----------73.3465.89-
2025.11
91.62----------80.3470.77-
2025.11
90.68----------76.2966.06-
2026.05
90.25---------77.57---
2025.11
89.8----------75.2264.2-
2025.11
89.76----------75.764.82-
2025.11
89.53----------8780.33-
2026.05
89.5---------79.04---
2025.11
89.13----------84.779.21-
2026.05
87.32---------77.75---
2025.11
85.36----------89.0676.87-
2025.09
84.7379.11------2-----
2026.05
80.3---------80.7---
2026.05
77.41---------73.65---
2026.05
76.67---------79.88---
2025.09
67.8683.5------4-----
2026.05
62.78---------80.92---
2026.05
62.1---------74.65---
2025.11
60.77----------88.4353.96-
2026.05
54.49---------72.68---
2026.05
54.04---------72.68---
2026.05
46.43---------76.15---
2026.05
45.24---------79.78---
2025.09
35.5179.56------8-----
2026.05
31.85---------74.86---
2025.09
26.8776.03------8-----
2026.05
16.09---------78.51---
2025.09
13.6674.86------8-----
2026.05
11.61---------78.45---
2026.05
11.58---------77.77---
2026.05
11.17---------76.92---
2026.05
11.15---------76.9---
2026.05
10.94---------75.86---
2026.05
10.94---------77.84---
2026.05
10.92---------77.91---
2026.05
10.83---------75.79---
2026.05
10.78---------78.54---
2026.05
10.28---------78.49---
2026.05
9.73---------76.62---
2026.05
9.6---------76.88---
2026.05
9.28---------75.71---
2025.11
4.89----------90.633.17-
2025.11
4.89----------90.633.17-
2025.11
4.89----------90.633.17-
2025.11
4.54----------89.592.46-
2025.11
4.46----------89.862.67-
2025.11
4.39----------871.57-
2025.11
4.13----------87.731.92-
2025.11
3.83----------89.781.99-
2025.11
3.73----------90.331.95-
2025.11
3.63----------91.242.03-
2025.11
3.4----------90.391.54-
2025.11
3.38----------89.061.23-
2025.05
-90.81-------74.72----
2025.05
-90.64-------71.47----
2025.05
-89.27-------73.14----
2025.05
-89.02-------76.14----
2025.05
-87.86-------61.58----
2025.05
-86.58-------54.85----
2025.05
-86.34-------59.81----
2025.05
-85.71-------62.12----
2025.05
-84.89-------0----
2025.05
-80.14-------35.77----
2025.05
-74.73-------41.65----
2025.05
-79.81-------42.43----
2025.05
-80.23-------0----
2025.05
-61.65-------0----
2025.05
-62.56-------30.17----
2025.05
-71.12-------32.13----
2025.05
-74.61-------0----
2025.05
-69.2-------0----
Showing 100 of 112 rows