From: YuYin: a multi-task learning model of multi-modal e-commerce background music recommendation
Methods | Video \(\rightarrow\) music | Music \(\rightarrow\) video | ||||||
---|---|---|---|---|---|---|---|---|
R@10 | R@15 | R@20 | R@25 | R@10 | R@15 | R@20 | R@25 | |
Random | 0.017 | 0.023 | 0.026 | 0.030 | 0.013 | 0.021 | 0.026 | 0.033 |
CCA [38] | 0.255 | 0.283 | 0.299 | 0.324 | 0.236 | 0.260 | 0.279 | 0.298 |
DCCA [61] | 0.279 | 0.328 | 0.364 | 0.393 | 0.265 | 0.300 | 0.329 | 0.361 |
CEVAR [23] | 0.334 | 0.362 | 0.378 | 0.389 | 0.335 | 0.359 | 0.372 | 0.392 |
CBVMR [21] | 0.343 | 0.378 | 0.405 | 0.423 | 0.297 | 0.329 | 0.355 | 0.387 |
CMVAE [34] | 0.343 | 0.379 | 0.408 | 0.442 | 0.339 | 0.377 | 0.414 | 0.435 |
MRCMV [29] | 0.359 | 0.404 | 0.431 | 0.455 | 0.333 | 0.375 | 0.432 | 0.435 |
YuYin | 0.403 | 0.439 | 0.471 | 0.501 | 0.376 | 0.423 | 0.456 | 0.478 |