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Class Incremental Learning on ImageNet100-B50 (test)
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81.2
Top-1 Acc Avg
Bound
58.6632
64.5141
70.365
76.2159
Mar 31, 2021
Jun 1, 2021
Aug 3, 2021
Oct 4, 2021
Dec 6, 2021
Feb 6, 2022
Apr 10, 2022
Top-1 Acc Avg
Top-1 Acc Last
Top-5 Acc Avg
Top-5 Acc Last
Updated 3d ago
Evaluation Results
Method
Method
Links
Top-1 Acc Avg
Top-1 Acc Last
Top-5 Acc Avg
Top-5 Acc Last
Bound
#Paras=11.2M
2021.03
81.2
81.5
-
-
Bound
2022.04
81.2
-
-
-
DER (w/o P)
#Paras=67.20M, pruning...
2021.03
78.2
74.92
94.2
91.3
DER
#Paras=8.87M, pruning=...
2021.03
77.73
72.06
94.01
91.64
DER
backbones=multiple (in...
2022.04
77.73
-
-
-
FOSTER
backbones=single
2022.04
77.54
-
-
-
TPCIL
#Paras=11.2M
2021.03
74.81
66.91
-
-
PODNet
#Paras=11.2M
2021.03
74.33
-
-
-
PODNet
backbones=single
2022.04
74.33
-
-
-
UCIR
#Paras=11.2M
2021.03
68.09
57.3
-
-
BiC
backbones=single
2022.04
65.14
-
-
-
WA
backbones=single
2022.04
63.71
-
-
-
iCaRL
backbones=single
2022.04
59.53
-
-
-
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