Object Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
80.94Micro F1 Score
24
Feb 26, 2026
98.37Mic-F1
24
Feb 26, 2026
92.06Accuracy
24
Feb 26, 2026
82.9Accuracy
23
Feb 26, 2026
94.4Overall Accuracy
23
Feb 26, 2026
98Top-1 Accuracy
23
Mar 4, 2026
90Worst-Group Accuracy
22
Feb 26, 2026
94.1Accuracy (No Vote)
20
Jul 1, 2026
90.6Overall Accuracy
20
Feb 26, 2026
91.6Accuracy
19
Mar 17, 2026
93.4Accuracy
19
Feb 26, 2026
100Accuracy
15
Jun 23, 2026
82.8Top-1 Acc
15
Feb 26, 2026
82.36Accuracy
13
Jun 11, 2026
45.81Accuracy
13
Feb 26, 2026
93.4Overall Accuracy
12
Jul 8, 2026
76.1Accuracy
12
Jun 9, 2026
100Accuracy (Teddy)
12
Apr 16, 2026
0.815ROC AUC
12
Feb 26, 2026
75.9Accuracy
12
Mar 25, 2026
99.4Accuracy
10
Jun 9, 2026
24Increments
10
Feb 26, 2026
74.48Accuracy
9
Feb 26, 2026
94.9Accuracy
9
Feb 26, 2026
54.6Top-1 Accuracy
9
Feb 26, 2026