Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Open-world Semi-Supervised Learning on CIFAR-10 (50% known, 50% novel split)
Loading...
95.7
Known Accuracy
OpenLDN
52.228
63.514
74.8
86.086
Jul 5, 2022
Known Accuracy
Novel Accuracy
Overall Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Known Accuracy
Novel Accuracy
Overall Accuracy
OpenLDN
SSL Framework=UDA
2022.07
95.7
95.1
95.4
OpenLDN
SSL Framework=MixMatch
2022.07
95.2
92.7
94
UNO
2022.07
91.6
69.3
80.5
ORCA
2022.07
88.2
90.4
89.7
RankStats
2022.07
86.6
81
82.9
DS3L
2022.07
77.6
45.3
40.2
CGDL
2022.07
72.3
44.6
39.7
FixMatch
2022.07
71.5
50.4
49.5
DTC
2022.07
53.9
39.5
38.3
Feedback
Search any
task
Search any
task
