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Benchmarks
Unsupervised Video Class-Incremental Learning on UCF101 (average of three splits)
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70.33
Avg Class Accuracy
uVCIL-CLU-RBF
2.8132
20.3416
37.87
55.3984
Jan 20, 2026
Avg Class Accuracy
Backward Forgetting
Forward Forgetting
Updated 4d ago
Evaluation Results
Method
Method
Links
Avg Class Accuracy
Backward Forgetting
Forward Forgetting
uVCIL-CLU-RBF
Backbone=ResNet-34
2026.01
70.33
-9.49
0.81
uVCIL-CLU
Backbone=ResNet-34
2026.01
70.27
-9.23
0.79
iCaRL+CL
Backbone=ResNet-34
2026.01
67.9
-12.73
1.26
iCaRL
Backbone=ResNet-34
2026.01
64.3
-13.42
1.23
iCaRL+BiC
Backbone=ResNet-34
2026.01
53.56
-13.5
1.68
CLU-RBF (All in one)
Backbone=ResNet-34
2026.01
51.19
-
-
CLU (All in one)
Backbone=ResNet-34
2026.01
50.79
-
-
EWC
Backbone=ResNet-34
2026.01
8.89
-6.23
1.81
MAS
Backbone=ResNet-34
2026.01
5.41
-3.72
1.29
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