Recommendation on Amazon Electronics full-sort protocol
5.49R@10BRIDGE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BRIDGEFeatures=BEIT3, Protocol=full-sort2026.05 | 5.49 | 7.78 | 3.26 | 3.85 | |
| FITMMFeatures=BEIT3, Protocol=full-sort2026.05 | 5.03 | 7.25 | 2.78 | 3.35 | |
| SMOREFeatures=BEIT3, Protocol=full-sort2026.05 | 4.74 | 6.91 | 2.61 | 3.18 | |
| AlignRecFeatures=BEIT3, Protocol=full-sort2026.05 | 4.72 | 7 | 2.62 | 3.21 | |
| MMILFeatures=BEIT3, Protocol=full-sort2026.05 | 4.56 | 6.73 | 2.53 | 3.09 | |
| BM3Features=BEIT3, Protocol=full-sort2026.05 | 4.37 | 6.48 | 2.47 | 3.02 | |
| DiffMMFeatures=BEIT3, Protocol=full-sort2026.05 | 4.18 | 6.17 | 2.24 | 2.78 | |
| LATTICEFeatures=BEIT3, Protocol=full-sort2026.05 | 3.97 | 5.73 | 2.24 | 2.71 | |
| SLMRecFeatures=BEIT3, Protocol=full-sort2026.05 | 3.92 | 5.81 | 2.23 | 2.73 | |
| FREEDOMFeatures=BEIT3, Protocol=full-sort2026.05 | 3.82 | 5.88 | 2.09 | 2.62 | |
| LightGCNFeatures=BEIT3, Protocol=full-sort2026.05 | 3.63 | 5.4 | 2.04 | 2.5 | |
| DualGNNFeatures=BEIT3, Protocol=full-sort2026.05 | 3.63 | 5.41 | 2.02 | 2.48 | |
| GRCNFeatures=BEIT3, Protocol=full-sort2026.05 | 3.49 | 5.29 | 1.95 | 2.41 | |
| VBPRFeatures=BEIT3, Protocol=full-sort2026.05 | 2.93 | 4.58 | 1.59 | 2.02 | |
| BPRFeatures=BEIT3, Protocol=full-sort2026.05 | 2.35 | 3.67 | 1.27 | 1.61 | |
| MMGCNFeatures=BEIT3, Protocol=full-sort2026.05 | 2.07 | 3.31 | 1.09 | 1.41 |