Multimodal Recommendation on MicroLens MMREC framework implementation (8:1:1 test)
8.9Recall@10EGRA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EGRAembedding_dimension=64, learning_rate=1 x 10-3, neighbor_H=52025.08 | 8.9 | 13.02 | 4.69 | 5.75 | |
| DA-MRSembedding_dimension=642025.08 | 8.15 | 12.21 | 4.31 | 5.36 | |
| GUMEembedding_dimension=642025.08 | 8.13 | 12.07 | 4.24 | 5.25 | |
| SLMRecembedding_dimension=642025.08 | 7.78 | 11.9 | 4.05 | 5.11 | |
| MGCNembedding_dimension=642025.08 | 7.56 | 11.34 | 3.87 | 4.84 | |
| LGMRecembedding_dimension=642025.08 | 7.48 | 11.32 | 3.9 | 4.89 | |
| LATTICEembedding_dimension=642025.08 | 7.26 | 10.89 | 3.8 | 4.73 | |
| LightGCNembedding_dimension=642025.08 | 7.2 | 10.75 | 3.76 | 4.67 | |
| VBPRembedding_dimension=642025.08 | 6.77 | 10.26 | 3.51 | 4.41 | |
| FREEDOMembedding_dimension=642025.08 | 6.74 | 10.32 | 3.45 | 4.37 | |
| BM3embedding_dimension=642025.08 | 6.06 | 9.81 | 3.04 | 4 |