Seen accuracy (10% Labeled): 52.5Novel accuracy (10% Labeled): 31.8All accuracy (10% Labeled): 38.6Seen accuracy (50% Labeled): 66.9
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Open-World Semi-Supervised Learning
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Dataset기록된 모델 예시MetricPaperCode
OpenLDN (ResNet-18)
Seen accuracy (50% Labeled): 95.7Novel accuracy (50% Labeled): 95.1All accuracy (50% Labeled): 95.4Seen accuracy (10% Labeled): 92.4
논문
코드
데이터셋
3개논문
Seen accuracy (10% Labeled): 55.0Novel accuracy (10% Labeled): 40.0All accuracy (10% Labeled): 47.7Seen accuracy (50% Labeled): 73.5
Seen accuracy (10% Labeled): 68.5Novel accuracy (10% Labeled): 52.1All accuracy (10% Labeled): 60.3
Seen accuracy (50% Labeled): 92.4Novel accuracy (50% Labeled): 79.1All accuracy (50% Labeled): 83.6
Seen accuracy (50% Labeled): 89.8Novel accuracy (50% Labeled): 66.3All accuracy (50% Labeled): 74.1
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