| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DIGINETICA | NARM | MRR@2027.35 | 52 | 4mo ago | |
| YOOCHOOSE 1/64 | NISER+ | MRR@2031.61 | 52 | 4mo ago | |
| YOOCHOOSE (1/4) | STAR | MRR@2032.7 | 36 | 4mo ago | |
| Retailrocket | HID | HR@2055.37 | 24 | 1mo ago | |
| Tmall | HID | HR@2033.53 | 24 | 1mo ago | |
| Book | SPRINT+LE | Hit Rate @ 57.49 | 24 | 3mo ago | |
| Yelp | SPRINT+LE | Hit Rate @ 56.28 | 24 | 3mo ago | |
| Beauty | SPRINT+LE | Hit Rate@53.49 | 24 | 3mo ago | |
| Yoochoose 1/64 (test) | SR-PredAO | HR@2072.62 | 20 | 4mo ago | |
| Diginetica (test) | SR-PredAO | HR@2057.86 | 20 | 4mo ago | |
| Nowplaying | TRUST | HR@512.68 | 14 | 29d ago | |
| RetailRocket | TRUST | HR@552.3 | 14 | 29d ago | |
| SIGIR E-commerce Data Challenge Leaderboard 2021 | Full Ensemble | MRR27.84 | 14 | 4mo ago | |
| Instacart | DiffSBR | P@100.1383 | 12 | 4mo ago | |
| Grocery | DiffSBR | P@1057.05 | 12 | 4mo ago | |
| Sports | DiffSBR | P@1049.94 | 12 | 4mo ago | |
| Cellphones | DiffSBR | P@1037.28 | 12 | 4mo ago | |
| Yoochoose | PEN4Rec | P@2071.53 | 12 | 4mo ago | |
| LastFM | PEN4Rec | Precision@2028.82 | 11 | 4mo ago | |
| KKBox | GraphFusionSBR | P@1037.15 | 8 | 4mo ago | |
| Tmall | GraphFusionSBR | P@1034.01 | 8 | 4mo ago | |
| RetailRocket (RR) | NISER+ | Recall@2061.41 | 8 | 4mo ago | |
| Yoochoose Unbiased (test) | SLISDAN | R@200.0082 | 6 | 4mo ago | |
| Yoochoose Tail (test) | SLISTDAN | R@2041.74 | 6 | 4mo ago | |
| Yoochoose AOA (test) | SLISTDAN | Recall@2063.75 | 6 | 4mo ago |
