Text Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
82.5Macro F1
5
May 29, 2026
84.9mF1
5
May 29, 2026
63.06Accuracy
5
May 14, 2026
86.78Accuracy
5
May 14, 2026
27.3Execution Time (ms)
5
May 8, 2026
60.5Execution Time (ms)
5
May 8, 2026
3.75Execution Time (ms)
5
May 8, 2026
87.8Accuracy
5
May 8, 2026
85.7Logit Flipping
5
Apr 15, 2026
57.2Accuracy
5
Apr 15, 2026
68Label Quality
5
Apr 13, 2026
45.5Label Quality
5
Apr 13, 2026
62.3Label Quality
5
Apr 13, 2026
87.1Label Quality
5
Apr 13, 2026
77.8Accuracy
5
Mar 25, 2026
75.2Accuracy
5
Mar 25, 2026
85.2CA (%)
5
Mar 13, 2026
92.5Classification Accuracy (CA)
5
Mar 13, 2026
97.43Accuracy
5
Mar 10, 2026
97.28Accuracy
5
Mar 10, 2026
98Accuracy
5
Feb 26, 2026
48.3Precision
5
Feb 26, 2026
86Accuracy
5
Feb 26, 2026
82.8Accuracy
5
Feb 26, 2026
0.951Recall (Human)
5
Feb 26, 2026