Lifelong Learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
82.4Accuracy (SRL WOZ SST)
28
Feb 26, 2026
93.56Accuracy
15
Feb 26, 2026
69.46Accuracy
15
Feb 26, 2026
66.8AT (%)
12
Feb 26, 2026
71Forward Transfer (FWT)
10
Jun 26, 2026
70Accuracy
8
Feb 26, 2026
71.65Accuracy
8
Feb 26, 2026
67.7Accuracy
8
Feb 26, 2026
61.58Accuracy
7
Feb 26, 2026
62.79Accuracy
7
Feb 26, 2026
5.2Avg Forgetting
5
Feb 26, 2026
0.95Avg Forgetting
5
Feb 26, 2026
2.7Avg Forgetting
5
Feb 26, 2026
0.51Average Forgetting
5
Feb 26, 2026
1.85Avg Forgetting
5
Feb 26, 2026
105Training Time (s)
5
Feb 26, 2026
186Training Time (s)
5
Feb 26, 2026
72Task 1 Success Rate
3
Feb 26, 2026
4,123Training Time (s)
3
Feb 26, 2026
54Training Time (s)
3
Feb 26, 2026