Continual Learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
86.8ACC
6
Feb 26, 2026
0.11Training Time (s)
6
Feb 26, 2026
0.03Training Time (s)
6
Feb 26, 2026
0.12Training Time (s)
6
Feb 26, 2026
82.32AP
6
Feb 26, 2026
98.68Avg Per-Task Accuracy
6
Feb 26, 2026
89.15Last Accuracy
6
Feb 26, 2026
80.27Last Task Accuracy
6
Feb 26, 2026
83.96Last Acc
6
Feb 26, 2026
77.24Accuracy
6
Feb 26, 2026
11.8Vanilla Forgetting
5
Apr 27, 2026
17Average Forgetting
5
Mar 17, 2026
98.4Task 1 Score (All)
5
Mar 17, 2026
62.1MMLU Accuracy
5
Mar 16, 2026
94.1FA
5
Mar 12, 2026
97.4FA
5
Mar 12, 2026
92.8FA
5
Mar 12, 2026
78.8RS Accuracy
5
Feb 26, 2026
7.38Inference Time (ms)
5
Feb 26, 2026
9.01Inference Time (ms)
5
Feb 26, 2026
7.39Inference Time (ms)
5
Feb 26, 2026
4.48Inference Time (ms)
5
Feb 26, 2026
98.9Accuracy (t1)
5
Feb 26, 2026
43.2Accuracy (Task 1)
5
Feb 26, 2026
50.81Retained Accuracy (RA)
5
Feb 26, 2026