| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multimodal Recommendation | Amazon Toys 6 (leave-one-out) | H@1061.38 | 16 | |
| Multimodal Recommendation | Amazon Toys Zero-Shot (test) | HR@514.66 | 12 | |
| Multimodal Recommendation | Amazon Toys Few-Shot (test) | HR (Top-5)0.1472 | 12 | |
| Recommendation | AT (Amazon Toys) | Hit@1021.3 | 12 | |
| Collaborative Filtering | Amazon-toys 20% synthetic (test) | R@2013.28 | 8 | |
| Generative Recommendation | Amazon Toys (test) | R@56.93 | 8 | |
| Sequential Recommendation | Amazon Toys implicit feedback | HR@50.0805 | 8 | |
| Explanation Generation | Amazon Toys (test) | BLEU-47.3903 | 6 |