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RecZoo Datasets

CTR Prediction

DatasetDataset IDDomainUse CasesDownloadLeaderboard
CriteoCriteo_x1AdsFeature interactions:link::arrow_upper_right:
Criteo_x2AdsFeature interactions:link:
Criteo_x4AdsFeature interactions:link::arrow_upper_right:
AvazuAvazu_x1AdsFeature interactions:link::arrow_upper_right:
Avazu_x2AdsFeature interactions:link:
Avazu_x4AdsFeature interactions:link::arrow_upper_right:
KKBoxKKBox_x1MusicFeature interactions:link::arrow_upper_right:
FrappeFrappe_x1AppsFeature interactions:link::arrow_upper_right:
MovieLensMovielensLatest_x1MoviesFeature interactions:link::arrow_upper_right:
TaobaoTaobaoAd_x1AdsSequence:link::arrow_upper_right:
AmazonAmazonElectronics_x1ElectronicsSequence:link::arrow_upper_right:
iPinYouiPinYou_x1AdsFeature interactions:link:
MicroVideoMicroVideo1.7M_x1MicroVideoSequence, multimodal:link::arrow_upper_right:
KuaiShouKuaiVideo_x1MicroVideoSequence, multimodal:link::arrow_upper_right:
MINDMIND_small_x1NewsSequence, pretraining:link:

Matching

DatasetDataset IDDomainUse CasesDownloadLeaderboard
AmazonAmazonBooks_m1BooksCF, GNN:link::arrow_upper_right:
AmazonCDs_m1CDsCF, GNN:link:
AmazonMovies_m1MoviesCF, GNN:link:
AmazonBeauty_m1BeautyCF, GNN:link:
AmazonElectronics_m1ElectronicsCF:link:
MovieLensMovieLens1M_m1MoviesCF, GNN:link:
YelpYelp18_m1RestaurantsCF, GNN:link::arrow_upper_right:
GowallaGowalla_m1POIsCF, GNN:link::arrow_upper_right:
CiteULikeCiteUlikeA_m1CitationCF, GNN:link:

Reranking

TODO

Multimodal

DatasetDataset IDDomainUse CasesDownloadLeaderboard
MicroVideoMicroVideo1.7M_x1MicroVideoSequence, multimodal:link::arrow_upper_right:
KuaiShouKuaiVideo_x1MicroVideoSequence, multimodal:link::arrow_upper_right:

Multitask

TODO

Multidomain

TODO