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Benchmarks
Unsupervised Video Class-Incremental Learning on HMDB51 (average of three splits)
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38.64
Avg Accuracy
uVCIL-CLU
7.3464
15.4707
23.595
31.7193
Jan 20, 2026
Avg Accuracy
Backward Forgetting (BWF)
Forward Forgetting (FWF)
Updated 4d ago
Evaluation Results
Method
Method
Links
Avg Accuracy
Backward Forgetting (BWF)
Forward Forgetting (FWF)
uVCIL-CLU
Backbone=ResNet-34
2026.01
38.64
-5.71
2.87
iCaRL
Backbone=ResNet-34
2026.01
36.8
-9.95
3.6
uVCIL-CLU-RBF
Backbone=ResNet-34
2026.01
36.27
-4.66
2.76
iCaRL+CL
Backbone=ResNet-34
2026.01
32.16
-11.77
4.1
CLU (All in one)
Backbone=ResNet-34
2026.01
29.93
-
-
CLU-RBF (All in one)
Backbone=ResNet-34
2026.01
29.49
-
-
iCaRL+BiC
Backbone=ResNet-34
2026.01
28.23
-14.09
5.16
EWC
Backbone=ResNet-34
2026.01
9.7
-7.56
2.86
MAS
Backbone=ResNet-34
2026.01
8.55
-5.48
2.39
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