| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Sequential Recommendation | Sports | Recall@105.83 | 62 | |
| Sequential Recommendation | Sports | Recall@50.037 | 43 | |
| Multimodal Recommendation | Sports Amazon (test) | Recall@108.21 | 39 | |
| Node Classification | Sports | Accuracy80.92 | 30 | |
| Video Classification | Sports-1M (test) | Hit@1 Accuracy92.6 | 30 | |
| Recommendation | Sports | Recall@100.175 | 26 | |
| AI-generated text detection | Sports | AUC0.965 | 24 | |
| Recommendation | Sports | nDCG@1034.576 | 19 | |
| Generative Recommendation | Sports | Recall@104.54 | 15 | |
| Generative Recommendation | Sports | Recall@58.48 | 15 | |
| Image Classification | Sports | Top-1 Acc99.1 | 14 | |
| Sequential Recommendation | Sports (test) | HR@53.31 | 13 | |
| Session-based Recommendation | Sports | P@1049.94 | 12 | |
| Machine-generated text detection | Sports Llama-3-70B-Instruct (test) | AUC0.952 | 12 | |
| AI-generated text detection | Sports GPT-3.5 Turbo | AUC0.91 | 12 | |
| Recommendation | Sports (Warm) | Recall@500.0553 | 11 | |
| Recommendation | Sports (Cold split) | Recall@503.17 | 11 | |
| Reranking | Sports | NDCG@552.16 | 11 | |
| Multimodal Generative Recommendation | Sports | HR@103.63 | 10 | |
| Recommendation | Sports | V@50.5095 | 9 | |
| Multimodal Recommendation | Sports (test) | Recall@107.17 | 9 | |
| Multimodal Recommendation | Sports | Memory (GB)2 | 9 | |
| Cross-domain Recommendation | Sports Leisure Scenario (test) | Recall@54.8 | 8 | |
| Sequential Recommendation | Sports In-domain (test) | Recall@50.0375 | 7 | |
| Link Prediction | Sports | PREC@149.72 | 7 |