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Benchmarks
Class-Incremental Learning on TinyImageNet 5 steps 100 base classes (test)
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81.16
Avg Score
GIFT
16.524
33.3045
50.085
66.8655
Mar 6, 2025
Avg Score
Last Step Score
Updated 3mo ago
Evaluation Results
Method
Method
Links
Avg Score
Last Step Score
GIFT
Backbone=CLIP
2025.03
81.16
77.04
ZSCL
Backbone=CLIP
2025.03
80.27
73.57
LwF-VR
Backbone=CLIP
2025.03
77.56
70.89
iCaRL
Backbone=CLIP
2025.03
77.02
70.39
CLIP Zero-shot
Backbone=CLIP, Mode=Ze...
2025.03
69.62
65.3
CLIP Fine-tune
Backbone=CLIP, Mode=Fi...
2025.03
61.54
46.66
LwF
Backbone=CLIP
2025.03
60.97
48.77
DyTox
2025.03
55.58
47.23
UCIR
2025.03
50.3
39.42
PASS
2025.03
49.54
41.64
EEIL
2025.03
47.17
35.12
MUC
2025.03
32.23
19.2
EWC
2025.03
19.01
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