Metric: NGCG@20 (higher is better)
| # | Model↕ | NGCG@20▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MIG-GT | 0.0511 | No | Modality-Independent Graph Neural Networks with ... | 2024-12-18 | Code |
| 2 | FREEDOM | 0.0481 | No | A Tale of Two Graphs: Freezing and Denoising Gra... | 2022-11-13 | Code |
| 3 | SLMRec | 0.045 | No | - | - | Code |
| 4 | MGDN | 0.0422 | No | MGDCF: Distance Learning via Markov Graph Diffus... | 2022-04-05 | Code |
| 5 | LATTICE | 0.0421 | No | Mining Latent Structures for Multimedia Recommen... | 2021-04-19 | Code |
| 6 | GRCN | 0.0413 | No | GRCN: Graph-Refined Convolutional Network for Mu... | 2021-11-03 | Code |
| 7 | DualGNN | 0.0404 | No | - | - | Code |
| 8 | LightGCN | 0.0387 | No | LightGCN: Simplifying and Powering Graph Convolu... | 2020-02-06 | Code |
| 9 | VBPR | 0.0384 | No | VBPR: Visual Bayesian Personalized Ranking from ... | 2015-10-06 | Code |
| 10 | MMGCN | 0.027 | No | - | - | Code |