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Benchmarks
Novel Class Discovery on ImageNet-100 (test)
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87.8
Seen Accuracy
OwMatch+
65.128
71.014
76.9
82.786
Nov 4, 2024
Seen Accuracy
Novel Accuracy
All Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Seen Accuracy
Novel Accuracy
All Accuracy
OwMatch+
Novel class ratio=50%,...
2024.11
87.8
72.7
80.2
OwMatch
Novel class ratio=50%,...
2024.11
86.4
69.2
77.8
ORCA
Novel class ratio=50%,...
2024.11
83.9
60.5
69.7
TRSSL
Novel class ratio=50%,...
2024.11
82.6
67.8
75.4
UNO
Novel class ratio=50%,...
2024.11
66
42.2
53.3
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