Task-Incremental Learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
91.62Avg Top-1 Accuracy
7
Feb 26, 2026
93.48Avg Acc
6
Mar 13, 2026
97.56Average Accuracy
6
Mar 13, 2026
99.6Average Accuracy
6
Mar 13, 2026
96.77Average Accuracy
6
Mar 13, 2026
99.87Average Accuracy
6
Mar 13, 2026
96.43Average Accuracy
6
Mar 13, 2026
98.15Avg. Accuracy
6
Mar 13, 2026
99.43Average Accuracy
6
Mar 13, 2026
79.92Average Accuracy
6
Mar 13, 2026
99Avg Acc (A<=2)
6
Feb 26, 2026
92.43ACC
5
Feb 26, 2026
95Top-5 Acc (T1)
5
Feb 27, 2026
1.16Average Forgetting
3
Apr 23, 2026
0.19Accuracy
3
Feb 26, 2026
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—Primary metric
0
Feb 26, 2026