Image Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
99.1Base Accuracy
148
Mar 18, 2026
91.9Test Accuracy
147
Feb 26, 2026
99.6Top-1 Accuracy
146
Mar 24, 2026
99.93Accuracy
145
Jul 7, 2026
89.09Accuracy (Natural)
145
Jun 26, 2026
93.1Accuracy
145
Jun 2, 2026
92.04Top-1 Accuracy
144
Jul 3, 2026
98.23Accuracy
144
Mar 27, 2026
95.7Accuracy
143
May 22, 2026
100Train Accuracy
141
Jun 9, 2026
92.23Average Worst-Group Accuracy
140
Apr 3, 2026
92.21Accuracy
140
Jul 7, 2026
92.4Top-1 Acc
140
May 4, 2026
80.73Clean Accuracy
139
Jun 29, 2026
98.92Accuracy
139
May 19, 2026
91.42Base Classes Acc
139
May 26, 2026
78.75Accuracy
139
May 22, 2026
100Defocus Blur Acc
139
Jul 7, 2026
99.13Accuracy
137
Mar 20, 2026
96.99Accuracy (Corruption)
137
Jul 2, 2026
7Average Error Rate (Severity 5)
136
May 19, 2026
96.2CA
135
Jun 12, 2026
92Accuracy
135
May 13, 2026
99.75Accuracy
135
May 18, 2026
86.93Accuracy (%)
134
Jun 11, 2026