| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Recommendation | Amazon Clothing (test) | Recall@107.08 | 27 | |
| Relationship prediction ranking | Amazon-Clothing (test) | MRR66.2 | 17 | |
| Direct Recommendation | Amazon Clothing 5-core filtering (leave-one-out) | Hit Rate @1056.27 | 17 | |
| Multimodal Recommendation | Amazon Clothing 5-core filtering (test) | Recall@106.98 | 15 | |
| Multimodal Recommendation | Amazon Clothing Zero-Shot (test) | HR @ 514.37 | 12 | |
| Multimodal Recommendation | Amazon Clothing Few-Shot (test) | HR (Top-5)0.1439 | 12 | |
| Recommendation | Amazon Clothing (test) | RMSE1.081 | 9 | |
| Multimedia Recommendation | Amazon Clothing (test) | Recall@200.071 | 7 | |
| Multimodal Recommendation Unlearning | Amazon Clothing Forget (test) | Recall@20 (User)83.83 | 6 | |
| Multimodal Recommendation Unlearning | Amazon Clothing Retain (test) | Recall@20 (User)0.0945 | 6 | |
| Top-10 Recommendation | Amazon Clothing (test) | NDCG- | 0 |