Image Retrieval on NUS-WIDE (mAP)
85mAPCS3H
Evaluation Results
| Method | Links | |
|---|---|---|
| CS3HBackbone=ResNet50, # bits=642026.05 | 85 | |
| CS3HBackbone=VGG16, # bits=642026.05 | 84.9 | |
| CS3HBackbone=ViT-L/16, # bits=642026.05 | 84.8 | |
| SDCBackbone=ResNet50, # bits=642026.05 | 84.2 | |
| SDCBackbone=ViT-L/16, # bits=642026.05 | 84 | |
| SPQBackbone=ViT-L/16, # bits=642026.05 | 83.9 | |
| CS3HBackbone=ViT-L/16, # bits=322026.05 | 83.9 | |
| CS3HBackbone=VGG16, # bits=322026.05 | 83.7 | |
| CS3HBackbone=ResNet50, # bits=322026.05 | 83.7 | |
| SDCBackbone=VGG16, # bits=642026.05 | 83.4 | |
| SDCBackbone=ViT-L/16, # bits=322026.05 | 83.4 | |
| MeCoQBackbone=VGG16, # bits=642026.05 | 83.2 | |
| SDCBackbone=ResNet50, # bits=322026.05 | 83.2 | |
| SPQBackbone=ViT-L/16, # bits=322026.05 | 83 | |
| SDCBackbone=VGG16, # bits=322026.05 | 82.3 | |
| MeCoQBackbone=VGG16, # bits=322026.05 | 82.2 | |
| BihalfBackbone=VGG16, # bits=642026.05 | 81.9 | |
| CS3HBackbone=ViT-L/16, # bits=162026.05 | 81.4 | |
| SPQBackbone=VGG16, # bits=642026.05 | 81.3 | |
| CS3HBackbone=ResNet50, # bits=162026.05 | 81.3 | |
| SDCBackbone=ResNet50, # bits=162026.05 | 81.2 | |
| SDCBackbone=ViT-L/16, # bits=162026.05 | 81.1 | |
| CIBHashBackbone=VGG16, # bits=642026.05 | 80.9 | |
| CS3HBackbone=VGG16, # bits=162026.05 | 80.9 | |
| SDCBackbone=VGG16, # bits=162026.05 | 80.7 | |
| CS3H# bits=64, Backbone=VGG162026.05 | 80.43 | |
| MeCoQBackbone=VGG16, # bits=162026.05 | 80.2 | |
| SPQBackbone=ViT-L/16, # bits=162026.05 | 80.2 | |
| CS3H# bits=64, Backbone=ViT-L/162026.05 | 80.12 | |
| BihalfBackbone=VGG16, # bits=322026.05 | 80.1 | |
| CS3H# bits=64, Backbone=ResNet502026.05 | 79.86 | |
| CIBHashBackbone=VGG16, # bits=322026.05 | 79.7 | |
| CS3H# bits=32, Backbone=ResNet502026.05 | 79.22 | |
| CS3H# bits=32, Backbone=VGG162026.05 | 78.9 | |
| CS3H# bits=32, Backbone=ViT-L/162026.05 | 78.63 | |
| SPQBackbone=VGG16, # bits=322026.05 | 78.6 | |
| SPQ# bits=64, Backbone=ResNet502026.05 | 78.5 | |
| SPQBackbone=ResNet50, # bits=642026.05 | 78.5 | |
| CS3H# bits=16, Backbone=ResNet502026.05 | 78.45 | |
| CS3H# bits=16, Backbone=VGG162026.05 | 78.12 | |
| CS3H# bits=16, Backbone=ViT-L/162026.05 | 78 | |
| SPQ# bits=32, Backbone=ResNet502026.05 | 77.4 | |
| BihalfBackbone=VGG16, # bits=162026.05 | 77.4 | |
| SPQBackbone=ResNet50, # bits=322026.05 | 77.4 | |
| CIBHashBackbone=VGG16, # bits=162026.05 | 77.1 | |
| SPQBackbone=VGG16, # bits=162026.05 | 76.8 | |
| SPQ# bits=16, Backbone=ResNet502026.05 | 76.6 | |
| SPQBackbone=ResNet50, # bits=162026.05 | 76.6 | |
| MLS3RUDHBackbone=VGG16, # bits=642026.05 | 75 | |
| UGHBackbone=VGG16, # bits=642026.05 | 73.1 | |
| MLS3RUDHBackbone=VGG16, # bits=322026.05 | 72.7 | |
| MLS3RUDHBackbone=VGG16, # bits=162026.05 | 71.3 | |
| UGHBackbone=VGG16, # bits=322026.05 | 69.1 | |
| UGHBackbone=VGG16, # bits=162026.05 | 63.3 | |
| SGH# bits=642026.05 | 60.7 | |
| SGH# bits=162026.05 | 59.3 | |
| SGH# bits=322026.05 | 59 | |
| APKHSource Dataset=NUS-WIDE, Code Length=64 bits, Number of Training Pairs=402026.07 | 52.5 | |
| GNAHSource Dataset=NUS-WIDE, Code Length=64 bits, Number of Training Pairs=402026.07 | 51.8 | |
| CAGANSource Dataset=NUS-WIDE, Code Length=64 bits, Number of Training Pairs=402026.07 | 45.5 | |
| CIRHSource Dataset=NUS-WIDE, Code Length=64 bits, Number of Training Pairs=402026.07 | 43.2 | |
| PIC-CMHSource Dataset=NUS-WIDE, Code Length=64 bits, Number of Training Pairs=402026.07 | 41.9 | |
| UCCHSource Dataset=NUS-WIDE, Code Length=64 bits, Number of Training Pairs=402026.07 | 41.5 | |
| APKHSource Dataset=MIR Flickr, Code Length=64 bits, Number of Training Pairs=402026.07 | 40.6 | |
| GNAHSource Dataset=MIR Flickr, Code Length=64 bits, Number of Training Pairs=402026.07 | 37.6 | |
| DUHEGSource Dataset=NUS-WIDE, Code Length=64 bits, Number of Training Pairs=402026.07 | 34.6 | |
| APKHSource Dataset=Pascal Sentence, Code Length=64 bits, Number of Training Pairs=402026.07 | 34.3 | |
| APKHSource Dataset=Wikipedia, Code Length=64 bits, Number of Training Pairs=402026.07 | 31.8 | |
| CDTHSource Dataset=NUS-WIDE, Code Length=64 bits, Number of Training Pairs=402026.07 | 29.8 | |
| CIRHSource Dataset=MIR Flickr, Code Length=64 bits, Number of Training Pairs=402026.07 | 28.5 | |
| CAGANSource Dataset=MIR Flickr, Code Length=64 bits, Number of Training Pairs=402026.07 | 28.5 | |
| PIC-CMHSource Dataset=MIR Flickr, Code Length=64 bits, Number of Training Pairs=402026.07 | 28.4 | |
| PIC-CMHSource Dataset=Wikipedia, Code Length=64 bits, Number of Training Pairs=402026.07 | 27.3 | |
| GNAHSource Dataset=Pascal Sentence, Code Length=64 bits, Number of Training Pairs=402026.07 | 27.1 | |
| CIRHSource Dataset=Wikipedia, Code Length=64 bits, Number of Training Pairs=402026.07 | 26.6 | |
| UCCHSource Dataset=Wikipedia, Code Length=64 bits, Number of Training Pairs=402026.07 | 25.6 | |
| GNAHSource Dataset=Wikipedia, Code Length=64 bits, Number of Training Pairs=402026.07 | 25.6 | |
| CAGANSource Dataset=Pascal Sentence, Code Length=64 bits, Number of Training Pairs=402026.07 | 24.8 | |
| CIRHSource Dataset=Pascal Sentence, Code Length=64 bits, Number of Training Pairs=402026.07 | 24.7 | |
| DUHEGSource Dataset=Wikipedia, Code Length=64 bits, Number of Training Pairs=402026.07 | 24.3 | |
| DUHEGSource Dataset=MIR Flickr, Code Length=64 bits, Number of Training Pairs=402026.07 | 24 | |
| CAGANSource Dataset=Wikipedia, Code Length=64 bits, Number of Training Pairs=402026.07 | 24 | |
| CDTHSource Dataset=MIR Flickr, Code Length=64 bits, Number of Training Pairs=402026.07 | 23.9 | |
| UCCHSource Dataset=Pascal Sentence, Code Length=64 bits, Number of Training Pairs=402026.07 | 23.7 | |
| DUHEGSource Dataset=Pascal Sentence, Code Length=64 bits, Number of Training Pairs=402026.07 | 23.7 | |
| CDTHSource Dataset=Wikipedia, Code Length=64 bits, Number of Training Pairs=402026.07 | 22.4 | |
| CDTHSource Dataset=Pascal Sentence, Code Length=64 bits, Number of Training Pairs=402026.07 | 21.7 | |
| PIC-CMHSource Dataset=Pascal Sentence, Code Length=64 bits, Number of Training Pairs=402026.07 | 21.7 | |
| UCCHSource Dataset=MIR Flickr, Code Length=64 bits, Number of Training Pairs=402026.07 | 21.6 |