Document Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
97.7Accuracy
306
Feb 26, 2026
72.8Accuracy
54
Feb 26, 2026
97Precision
44
Jun 2, 2026
96.93Accuracy
43
Feb 26, 2026
97.9Accuracy
38
Mar 4, 2026
94.6Accuracy
29
Feb 26, 2026
97.8Accuracy
25
Feb 26, 2026
30.24Classification Error
24
Feb 26, 2026
99.71Accuracy
23
Feb 26, 2026
76.1Accuracy
23
Feb 26, 2026
49.12Macro F1
21
May 19, 2026
100Precision
20
Apr 2, 2026
85.12F1 (sample average)
20
Feb 26, 2026
97.2Accuracy
19
Feb 26, 2026
95.8Accuracy
18
Feb 26, 2026
80.03Accuracy
16
May 6, 2026
63.89Macro F1
16
Feb 26, 2026
59.45Macro F1
16
Feb 26, 2026
57.74Macro F1 Score
16
Feb 26, 2026
83.5Accuracy
16
Feb 26, 2026
0.825Accuracy
12
Feb 26, 2026
0.959Accuracy (DE)
12
Feb 26, 2026
94.2Accuracy
12
Feb 26, 2026
95.5Accuracy
10
Mar 4, 2026
100Accuracy
10
Mar 4, 2026