| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| AesRec | Recall0.3042 | 32 | 3mo ago | ||
| RecBench+ Book | ReRec | Performance (Simple)67.1 | 16 | 1mo ago | |
| RecBench+ Movie | ReRec | Score (Simple)74.8 | 16 | 1mo ago | |
| Industrial Dataset (leave-one-out) | L2Rec | NDCG@1011.98 | 8 | 7d ago | |
| Amazon Review Arts (leave-one-out) | L2Rec | NDCG@100.1318 | 8 | 7d ago | |
| Amazon Review Instruments (leave-one-out) | L2Rec | NDCG@100.0912 | 8 | 7d ago | |
| Amazon Review Scientific (leave-one-out) | L2Rec | NDCG@1011.45 | 8 | 7d ago | |
| Kwai (test) | GRCN | Precision@101.68 | 6 | 3mo ago | |
| Tiktok (test) | GRCN | Precision@101.95 | 6 | 3mo ago | |
| Movielens (test) | GRCN | Precision@106.39 | 6 | 3mo ago | |
| Books (Light User) | ARS | H@162 | 5 | 19d ago | |
| Books Active User | ARS | Hit Rate @ 151 | 5 | 19d ago | |
| INSTRUCTREC-Yelp (test) | i²Agent | FR@187.69 | 5 | 3mo ago | |
| Netflix 100M | BOLT | Latency (ms)7 | 2 | 3mo ago | |
| Amazon Games | BOLT | Latency (ms)10 | 2 | 3mo ago | |
| Netflix100M | BOLT | Recall@106.61 | 2 | 3mo ago | |
| Amazon Games | BOLT | Recall@1013.4 | 2 | 3mo ago | |
| Movielens1M | BOLT | Inference Latency (ms)1 | 2 | 3mo ago |
