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Video Classification on YT-12M

52.3Hit Rate@1LSTM
2.06815.10928.1541.191May 22, 2015

Evaluation results

MethodLinks
LSTMFeatures=IM+TM2015.0552.3
MiCRObEFeatures=IM+TM, Mixture of Experts=1 mix, Negative Mining=Hard Negs.2015.0550.1
MiCRObEFeatures=IM+TM, Mixture of Experts=5 mix, Negative Mining=Hard Negs.2015.0549.5
LogitFeatures=IM+TM, Negative Mining=Hard Negs.2015.0549.3
MiCRObEFeatures=TM, Mixture of Experts=1 mix, Negative Mining=Hard Negs.2015.0547.3
MiCRObEFeatures=TM, Mixture of Experts=5 mix, Negative Mining=Hard Negs.2015.0547.3
LSTMFeatures=TM2015.0545.7
LSTMFeatures=IM2015.0544.4
MiCRObEFeatures=IM+TM, Mixture=1, Negatives=Hard2015.0543.9
MiCRObEFeatures=IM+TM, Mixture=5, Negatives=Hard2015.0543.8
LogitFeatures=IM+TM, Negatives=Hard2015.0542.5
MiCRObEFeatures=TM, Mixture=5, Negatives=Hard2015.0541
MiCRObEFeatures=TM, Mixture=1, Negatives=Hard2015.0540.6
LogitFeatures=IM+TM, Negatives=Random2015.0540.6
LogitFeatures=TM, Negatives=Hard2015.0539.8
MiCRObEFeatures=IM, Mixture of Experts=5 mix, Negative Mining=Hard Negs.2015.0536.6
MiCRObEFeatures=IM, Mixture of Experts=1 mix, Negative Mining=Hard Negs.2015.0536.2
MaxCalFeatures=IM+TM2015.0533
MiCRObEFeatures=IM, Mixture=5, Negatives=Hard2015.0532.4
MiCRObEFeatures=IM, Mixture=1, Negatives=Hard2015.0531.3
LogitFeatures=TM, Negatives=Random2015.0531
LogitFeatures=IM, Negatives=Hard2015.0529.2
MaxCalFeatures=IM+TM2015.0529
MaxCalFeatures=TM2015.0528
MaxCalFeatures=TM2015.0528
LogitFeatures=IM, Negatives=Random2015.0527
MaxCalFeatures=IM2015.0520
MaxCalFeatures=IM2015.0520
SelfFeatures=TM2015.0519
SelfFeatures=IM+TM2015.057
SelfFeatures=IM2015.054