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Open-world Semi-Supervised Learning on CIFAR-10 (50% known, 50% novel split)

95.7Known Accuracy

OpenLDN

Updated 4d ago

Evaluation Results

Method	Links
OpenLDN 2022.07		95.7	95.1	95.4
OpenLDN 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