Stance Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
82.02FNC-1 Score
11
Feb 26, 2026
0.36F1 Score
10
Jun 12, 2026
58.3Accuracy
10
Jun 12, 2026
66.83Accuracy
10
Feb 26, 2026
50.1Macro-F1 (Avg)
10
Feb 26, 2026
67.3Micro F1
10
Feb 26, 2026
1.44F1 Score
10
Jun 12, 2026
0.812Weighted Accuracy
10
Feb 26, 2026
88.37FM Macro F1
9
Jun 11, 2026
76.33Sup-F1
9
Feb 26, 2026
19.2S-F1
8
Mar 30, 2026
85.6C-F1
8
Mar 30, 2026
69.12F1 (Average)
8
Feb 26, 2026
73.6F1
6
Feb 26, 2026
0.594F1 Average
6
Feb 26, 2026
0.746Accuracy
5
Feb 26, 2026
64.6Accuracy
5
Feb 26, 2026
3.7Median Latency (ms)
4
Jun 9, 2026
57.76Macro F1
4
Mar 5, 2026
76Accuracy
4
Feb 26, 2026
78Micro F1
4
Feb 26, 2026
69.6Micro F1
4
Feb 26, 2026
99Precision (PRO)
4
Feb 26, 2026
96Precision (PRO)
4
Feb 26, 2026
0.646RMSE
3
Mar 27, 2026