| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Recommendation | Netflix (test) | NDCG@10039.5 | 30 | |
| Collaborative Filtering | Netflix strong generalization | AOA Recall@2036.66 | 14 | |
| Recommendation | Netflix 80/20 (test) | Recall@1021.56 | 10 | |
| Collaborative Filtering | Netflix large (test) | Recall@2036.2 | 9 | |
| Ranking | Netflix | Recall@2036.2 | 8 | |
| Ranking | Netflix (test) | Recall@2036.2 | 8 | |
| Collaborative Filtering | Netflix (test) | Test RMSE0.803 | 7 | |
| Matrix Completion | Netflix | RMSE0.803 | 6 | |
| Collaborative Ranking | Netflix Prize (test) | Hit Rate@100.5371 | 6 | |
| Spatiotemporal Vector Retrieval | Netflix | Avg Insert Latency (ms)0.0343 | 4 | |
| Spatiotemporal Vector Retrieval | Netflix | Recall@175.2 | 4 | |
| Density Estimation | Netflix Twenty Datasets (test) | Log-Likelihood-56.62 | 4 | |
| Personalized recommendation | Netflix 100M | Latency (ms)7 | 2 | |
| Personalized recommendation | Netflix100M | Recall@106.61 | 2 | |
| Density Estimation | Netflix | Pearson Correlation0.7 | 2 | |
| Collaborative Filtering | Netflix 140M (probe) | Test RMSE0.934 | 2 |