Research Article

[Retracted] Deep Unsupervised Hashing for Large-Scale Cross-Modal Retrieval Using Knowledge Distillation Model

Table 3

The MAP@50 results of two retrieval tasks on NUS-WIDE with various code lengths.

MethodsImage-query-textText-query-image
163264128163264128

CVH [7]0.3720.3620.4060.3900.4010.3840.4420.432
IMH [11]0.4700.4730.4760.4590.4780.4830.4720.462
CMFH [24]0.4550.4590.4650.4670.5290.5770.6140.645
LSSH [26]0.4810.4890.5070.5070.4550.4590.4160.473
DBRC [31]0.4240.4590.4470.4470.4550.4590.4160.473
UDCMH [28]0.5110.5190.5240.5580.6370.6530.6950.716
DJSRH [29]0.7240.7730.7980.8170.7120.7440.7710.789
JDSH [27]0.7360.7930.8320.8350.7210.7850.7940.804
Ours0.7640.8090.8370.8360.7590.7960.8080.819