Steam
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Recommendation | Steam | Recall@1020.08 | 30 | |
| Sequential Recommendation | Steam (test) | NDCG@1063.06 | 26 | |
| Sequential Recommendation | Steam Standard (test) | NDCG@1017.34 | 15 | |
| Binary classification | Steam | Accuracy82.69 | 15 | |
| Rating Prediction | Steam | RMSE0.497 | 15 | |
| Model Extraction | Steam | N@1063 | 12 | |
| Generative Recommendation | Steam | Ad Rate93.7 | 11 | |
| Sequential Recommendation | Steam | Hit Rate @1010.708 | 10 | |
| Sequential Recommendation | Steam Overall | NDCG@108.87 | 10 | |
| Sequential Recommendation | Steam | Valid Ratio100 | 9 | |
| Recommendation | Steam | HR@110.95 | 8 | |
| Recommendation | Steam (test) | Recall@100.0636 | 8 | |
| Product Bundling | steam | HitRate@183 | 5 | |
| Human-likeness evaluation | Steam | Human-likeness Score4.31 | 5 | |
| Generative Recommendation | Steam | FLOPs (G)0.07 | 3 | |
| Recommendation | Steam | Processing Time (T_P) (sec)84 | 3 | |
| Federated Recommendation | Steam | Resource Usage1,604,286 | 3 | |
| Recommendation | Steam | P-Value0.018 | 1 |
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