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Task Incremental Learning on ImageNet-1K
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95
Top-5 Acc (T1)
EEIL
89.904
91.227
92.55
93.873
Mar 30, 2021
Top-5 Acc (T1)
Top-5 Acc (T2)
Top-5 Acc (T3)
Top-5 Acc (T4)
Top-5 Acc (T5)
Top-5 Acc (T6)
Top-5 Acc (T7)
Top-5 Acc (T8)
Top-5 Acc (T9)
Final Top-5 Acc
Updated 3d ago
Evaluation Results
Method
Method
Links
Top-5 Acc (T1)
Top-5 Acc (T2)
Top-5 Acc (T3)
Top-5 Acc (T4)
Top-5 Acc (T5)
Top-5 Acc (T6)
Top-5 Acc (T7)
Top-5 Acc (T8)
Top-5 Acc (T9)
Final Top-5 Acc
EEIL
Replay-based approach=...
2021.03
95
95.5
86
77.5
71
68
62
59.8
55
52
CCLL
Extra parameters per t...
2021.03
91.4
88.3
86.5
86.6
84.6
83.5
82.7
81.7
81.2
81.3
RPS-Net
Replay-based approach=...
2021.03
90.2
88.4
82.4
75.9
66.9
62.5
57.2
54.2
51.9
48.8
RKR
Extra parameters per t...
2021.03
90.2
88.7
88.1
88.2
86.6
85.7
85
84.2
83.8
84.4
iCaRL
Replay-based approach=...
2021.03
90.1
82.8
76.1
69.8
63.3
57.2
53.5
49.8
46.7
44.1
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