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Benchmarks
Classification on CIFAR-100 10% labeled data (test)
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55
Known Class Accuracy
OpenLDN-MixMatch
19.016
28.358
37.7
47.042
Jul 5, 2022
Known Class Accuracy
Novel Class Accuracy
Overall Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Known Class Accuracy
Novel Class Accuracy
Overall Accuracy
OpenLDN-MixMatch
labeled_data=10%, know...
2022.07
55
40
47.7
UNO
labeled_data=10%, know...
2022.07
53.7
33.6
42.7
ORCA
labeled_data=10%, know...
2022.07
52.5
31.8
38.6
DS3L
labeled_data=10%, know...
2022.07
33.7
15.8
15.1
FixMatch
labeled_data=10%, know...
2022.07
30.9
18.5
15.3
DTC
labeled_data=10%, know...
2022.07
22.1
10.5
13.7
RankStats
labeled_data=10%, know...
2022.07
20.4
16.7
17.8
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