Cross-modal Retrieval on Wikipedia
43.1mAPGNAH
Evaluation Results
| Method | Links | |
|---|---|---|
| GNAHSource Dataset=Wikipedia, Code Length=64 bits, Number of Training Pairs=402026.07 | 43.1 | |
| CIRHSource Dataset=Wikipedia, Code Length=64 bits, Number of Training Pairs=402026.07 | 42.1 | |
| CAGANSource Dataset=Wikipedia, Code Length=64 bits, Number of Training Pairs=402026.07 | 41.2 | |
| APKHSource Dataset=Wikipedia, Code Length=64 bits, Number of Training Pairs=402026.07 | 40.5 | |
| PIC-CMHSource Dataset=Wikipedia, Code Length=64 bits, Number of Training Pairs=402026.07 | 39.9 | |
| UCCHSource Dataset=Wikipedia, Code Length=64 bits, Number of Training Pairs=402026.07 | 36.1 | |
| APKHSource Dataset=NUS-WIDE, Code Length=64 bits, Number of Training Pairs=402026.07 | 33.4 | |
| APKHSource Dataset=Pascal Sentence, Code Length=64 bits, Number of Training Pairs=402026.07 | 29.7 | |
| GNAHSource Dataset=NUS-WIDE, Code Length=64 bits, Number of Training Pairs=402026.07 | 29.6 | |
| CDTHSource Dataset=Wikipedia, Code Length=64 bits, Number of Training Pairs=402026.07 | 29.4 | |
| DUHEGSource Dataset=Wikipedia, Code Length=64 bits, Number of Training Pairs=402026.07 | 29.1 | |
| PIC-CMHSource Dataset=NUS-WIDE, Code Length=64 bits, Number of Training Pairs=402026.07 | 28.9 | |
| CAGANSource Dataset=Pascal Sentence, Code Length=64 bits, Number of Training Pairs=402026.07 | 28.7 | |
| GNAHSource Dataset=Pascal Sentence, Code Length=64 bits, Number of Training Pairs=402026.07 | 28.6 | |
| APKHSource Dataset=MIR Flickr, Code Length=64 bits, Number of Training Pairs=402026.07 | 28.4 | |
| UCCHSource Dataset=NUS-WIDE, Code Length=64 bits, Number of Training Pairs=402026.07 | 28.4 | |
| CIRHSource Dataset=NUS-WIDE, Code Length=64 bits, Number of Training Pairs=402026.07 | 28.1 | |
| GNAHSource Dataset=MIR Flickr, Code Length=64 bits, Number of Training Pairs=402026.07 | 27.3 | |
| CAGANSource Dataset=NUS-WIDE, Code Length=64 bits, Number of Training Pairs=402026.07 | 26.7 | |
| DUHEGSource Dataset=NUS-WIDE, Code Length=64 bits, Number of Training Pairs=402026.07 | 26.6 | |
| UCCHSource Dataset=Pascal Sentence, Code Length=64 bits, Number of Training Pairs=402026.07 | 25.9 | |
| CIRHSource Dataset=MIR Flickr, Code Length=64 bits, Number of Training Pairs=402026.07 | 25.6 | |
| PIC-CMHSource Dataset=MIR Flickr, Code Length=64 bits, Number of Training Pairs=402026.07 | 25.1 | |
| PIC-CMHSource Dataset=Pascal Sentence, Code Length=64 bits, Number of Training Pairs=402026.07 | 25.1 | |
| CAGANSource Dataset=MIR Flickr, Code Length=64 bits, Number of Training Pairs=402026.07 | 24.9 | |
| DUHEGSource Dataset=Pascal Sentence, Code Length=64 bits, Number of Training Pairs=402026.07 | 24.7 | |
| CIRHSource Dataset=Pascal Sentence, Code Length=64 bits, Number of Training Pairs=402026.07 | 24.2 | |
| DUHEGSource Dataset=MIR Flickr, Code Length=64 bits, Number of Training Pairs=402026.07 | 24.1 | |
| CDTHSource Dataset=MIR Flickr, Code Length=64 bits, Number of Training Pairs=402026.07 | 23.3 | |
| CDTHSource Dataset=Pascal Sentence, Code Length=64 bits, Number of Training Pairs=402026.07 | 23 | |
| CDTHSource Dataset=NUS-WIDE, Code Length=64 bits, Number of Training Pairs=402026.07 | 22.9 | |
| UCCHSource Dataset=MIR Flickr, Code Length=64 bits, Number of Training Pairs=402026.07 | 22.1 | |
| APKHBit=128, Training pairs=402026.07 | 0.433 | |
| GNAHBit=64, Training pairs=402026.07 | 0.431 | |
| PIC-CMHBit=128, Training pairs=402026.07 | 0.431 | |
| GNAHBit=128, Training pairs=402026.07 | 0.428 | |
| CIRHBit=64, Training pairs=402026.07 | 0.421 | |
| CAGANBit=64, Training pairs=402026.07 | 0.412 | |
| GNAHBit=32, Training pairs=402026.07 | 0.411 | |
| CAGANBit=32, Training pairs=402026.07 | 0.41 | |
| CAGANBit=128, Training pairs=402026.07 | 0.406 | |
| APKHBit=64, Training pairs=402026.07 | 0.405 | |
| APKHBit=32, Training pairs=402026.07 | 0.403 | |
| CIRHBit=128, Training pairs=402026.07 | 0.403 | |
| PIC-CMHBit=64, Training pairs=402026.07 | 0.399 | |
| PIC-CMHBit=16, Training pairs=402026.07 | 0.389 | |
| APKHBit=16, Training pairs=402026.07 | 0.387 | |
| GNAHBit=16, Training pairs=402026.07 | 0.383 | |
| PIC-CMHBit=32, Training pairs=402026.07 | 0.381 | |
| CIRHBit=32, Training pairs=402026.07 | 0.375 | |
| UCCHBit=128, Training pairs=402026.07 | 0.371 | |
| UCCHBit=64, Training pairs=402026.07 | 0.361 | |
| CIRHBit=16, Training pairs=402026.07 | 0.352 | |
| CDTHBit=128, Training pairs=402026.07 | 0.344 | |
| DUHEGBit=128, Training pairs=402026.07 | 0.335 | |
| UCCHBit=32, Training pairs=402026.07 | 0.332 | |
| UCCHBit=16, Training pairs=402026.07 | 0.331 | |
| DUHEGBit=32, Training pairs=402026.07 | 0.316 | |
| CDTHBit=64, Training pairs=402026.07 | 0.294 | |
| DUHEGBit=64, Training pairs=402026.07 | 0.291 | |
| CDTHBit=32, Training pairs=402026.07 | 0.258 | |
| CDTHBit=16, Training pairs=402026.07 | 0.252 | |
| CAGANBit=16, Training pairs=402026.07 | 0.248 | |
| DUHEGBit=16, Training pairs=402026.07 | 0.247 |