Dialogue State Tracking
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
50.4Joint Accuracy
6
Feb 27, 2026
45.7Joint Accuracy
6
Feb 27, 2026
40.7Joint Accuracy
6
Feb 27, 2026
94.4Joint Goal Accuracy
6
Feb 26, 2026
96.8Joint Goal Accuracy
6
Feb 26, 2026
86.4Joint Goal Acc (Original)
6
Feb 26, 2026
58.46Joint Goal Accuracy
6
Feb 26, 2026
35.46JGA
5
Apr 15, 2026
30.57Joint Goal Accuracy (JGA)
5
Apr 15, 2026
42.84JGA (Attraction)
5
Feb 26, 2026
51.2Average JGA
5
Feb 26, 2026
54.09Joint Goal Acc
5
Feb 26, 2026
47.89Joint Goal Accuracy
5
Feb 26, 2026
45.1Joint Goal Acc
5
Feb 26, 2026
40.9Joint Goal Acc
5
Feb 26, 2026
29.72Joint Goal Accuracy
5
Feb 26, 2026
85Joint GA
5
Feb 26, 2026
89.2Overall F1
5
Feb 26, 2026
43.82Joint Goal Accuracy
4
Feb 26, 2026
32.1Joint GA
4
Feb 26, 2026
24.4Joint GA
4
Feb 26, 2026
88Joint Goal Accuracy
3
Feb 26, 2026
90.9Joint GA
3
Feb 26, 2026
67.88Turn Inform Rate
2
Feb 26, 2026
67.78Turn Inform
2
Feb 26, 2026