| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| CVR Prediction | Surface 4 (Evaluation) | NE Change (%)-13 | 1 | |
| CTR Prediction | Surface 4 (test) | NE Change (%)-0.1 | 1 | |
| CVR Prediction | Surface 3 (test) | NE Change-0.06 | 1 | |
| CTR Prediction | Surface 3 (eval) | NE Change (%)-0.09 | 1 | |
| CVR Prediction | Surface 2 (evaluation) | NE Change (%)-0.1 | 1 | |
| CTR Prediction | Surface 2 (Evaluation) | NE Change (%)-0.12 | 1 | |
| U2U retrieval | Surface 5 | U2U Retrieval Metric 111.6 | 1 | |
| Like Prediction | Surface 1 (Eval) | NE Change-0.33 | 1 | |
| Like Prediction | Surface 1 (train) | NE Change (%)-0.31 | 1 | |
| Comment Prediction | Surface 1 (eval) | NE Change-0.62 | 1 | |
| Comment Prediction | Surface 1 (train) | NE Change (%)-0.54 | 1 | |
| Recommendation Optimization | Surface 9 | Metric 24.4 | 1 | |
| Recommendation Optimization | Surface 8 | Metric 113 | 1 | |
| Recommendation Optimization | Surface 6 | Metric 11.1 | 1 | |
| Recommendation Optimization | Surface 5 | Metric 14.2 | 1 | |
| Recommendation Optimization | Surface 4 | Metric 110 | 1 | |
| Recommendation Optimization | Surface 3 | Metric 110 | 1 | |
| Recommendation Optimization | Surface 2 | Metric 38 | 1 | |
| Recommendation Optimization | Surface 1 | Metric 114 | 1 |