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in exp 4-6, RnC(L1) refer to train encoder using RnC and classifier using L1
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CV
in exp 1-3, just train without using RnC (baselines)
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Results on AgeDB (batch_size = 128)
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ExperimentsTest MAEReported in paper (bs=256)Error in replication(%)MAE reduction
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1L16.5446.63-1.297
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2L26.8526.574.292
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3Huber6.4486.54-1.407
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4RnC(L1)6.1546.140.228-5.959657702-7.390648567
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5RnC(L2)6.4396.194.023-6.027437245-5.783866058
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6RnC(Huber)6.1826.150.520-4.125310174-5.963302752
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7RnC(feature_sim = 'l1')#DIV/0!
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8RnC(feature_sim = 'l2')#DIV/0!
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9RnC(feature_sim = 'cos')#DIV/0!
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