ML-1M
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Sequential Recommendation | ML-1M | NDCG@100.6128 | 130 | |
| Top-k Recommendation | ML-1M | Convergence Epochs5 | 15 | |
| Generative Recommendation | ML-1m | Recall@1024.25 | 15 | |
| Sequential Recommendation | ML-1M Tail | NDCG@100.016 | 10 | |
| Federated Recommendation and Attribute Unlearning | ML-1M Age attribute 1.0 (leave-one-out) | HR@100.6896 | 9 | |
| Federated Recommendation and Attribute Unlearning | ML-1M Gender attribute 1.0 (leave-one-out) | HR@100.6896 | 9 | |
| Future item recommendation | ML-1M | Recall0.065 | 8 | |
| Recommendation | ML-1M rating ≥ 4.5 (test) | NDCG@1014.65 | 5 |
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