Awesome
RecZoo Datasets
CTR Prediction
Dataset | Dataset ID | Domain | Use Cases | Download | Leaderboard |
---|---|---|---|---|---|
Criteo | Criteo_x1 | Ads | Feature interactions | :link: | :arrow_upper_right: |
Criteo_x2 | Ads | Feature interactions | :link: | ||
Criteo_x4 | Ads | Feature interactions | :link: | :arrow_upper_right: | |
Avazu | Avazu_x1 | Ads | Feature interactions | :link: | :arrow_upper_right: |
Avazu_x2 | Ads | Feature interactions | :link: | ||
Avazu_x4 | Ads | Feature interactions | :link: | :arrow_upper_right: | |
KKBox | KKBox_x1 | Music | Feature interactions | :link: | :arrow_upper_right: |
Frappe | Frappe_x1 | Apps | Feature interactions | :link: | :arrow_upper_right: |
MovieLens | MovielensLatest_x1 | Movies | Feature interactions | :link: | :arrow_upper_right: |
Taobao | TaobaoAd_x1 | Ads | Sequence | :link: | :arrow_upper_right: |
Amazon | AmazonElectronics_x1 | Electronics | Sequence | :link: | :arrow_upper_right: |
iPinYou | iPinYou_x1 | Ads | Feature interactions | :link: | |
MicroVideo | MicroVideo1.7M_x1 | MicroVideo | Sequence, multimodal | :link: | :arrow_upper_right: |
KuaiShou | KuaiVideo_x1 | MicroVideo | Sequence, multimodal | :link: | :arrow_upper_right: |
MIND | MIND_small_x1 | News | Sequence, pretraining | :link: |
Matching
Dataset | Dataset ID | Domain | Use Cases | Download | Leaderboard |
---|---|---|---|---|---|
Amazon | AmazonBooks_m1 | Books | CF, GNN | :link: | :arrow_upper_right: |
AmazonCDs_m1 | CDs | CF, GNN | :link: | ||
AmazonMovies_m1 | Movies | CF, GNN | :link: | ||
AmazonBeauty_m1 | Beauty | CF, GNN | :link: | ||
AmazonElectronics_m1 | Electronics | CF | :link: | ||
MovieLens | MovieLens1M_m1 | Movies | CF, GNN | :link: | |
Yelp | Yelp18_m1 | Restaurants | CF, GNN | :link: | :arrow_upper_right: |
Gowalla | Gowalla_m1 | POIs | CF, GNN | :link: | :arrow_upper_right: |
CiteULike | CiteUlikeA_m1 | Citation | CF, GNN | :link: |
Reranking
TODO
Multimodal
Dataset | Dataset ID | Domain | Use Cases | Download | Leaderboard |
---|---|---|---|---|---|
MicroVideo | MicroVideo1.7M_x1 | MicroVideo | Sequence, multimodal | :link: | :arrow_upper_right: |
KuaiShou | KuaiVideo_x1 | MicroVideo | Sequence, multimodal | :link: | :arrow_upper_right: |
Multitask
TODO
Multidomain
TODO