ML1M
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Recommendation | ML1M | NDCG@2045.23 | 81 | |
| Sequential Recommendation | ML1M | HR@2040.79 | 15 | |
| Positive Tag Controllable Recommendation | ML1M | NDCG@100.5748 | 14 | |
| Negative Suppression Recommendation | ML1M (test) | NDCG@100.1772 | 12 | |
| Positive Steering Recommendation | ML1M (test) | NDCG@100.5748 | 12 | |
| Generative Recommendation | ML1M | Recall@1018.3 | 7 | |
| Nuanced Semantic Request Fulfillment | ML1M | Intent Fulfillment6.231 | 4 | |
| Bias mitigation for recommendation | ML1M 1.0 (test) | HR3.5 | 4 | |
| Recommendation | ML1M Explicit Scenario | HR@52.04 | 3 | |
| Recommendation | ML1M Implicit Scenario | HR@50.0226 | 3 |
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