Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation | ✓ Link | 8.95 | 4.36 | 14.45 | FREEDOM (CLIP) | 2024-09-24 |
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation | ✓ Link | 8.81 | 4.31 | 14.28 | FREEDOM (ResNet50 + Sentence Bert) | 2024-09-24 |
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation | ✓ Link | 8.41 | 4.06 | 13.69 | LATTICE (ResNet50 + Sentence Bert) | 2024-09-24 |
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation | ✓ Link | 8.38 | 4.13 | 13.63 | LATTICE (MMFashion + Sentence Bert) | 2024-09-24 |
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation | ✓ Link | 8.15 | 4.10 | 13.53 | BM3 (AltCLIP) | 2024-09-24 |
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation | ✓ Link | 8.05 | 3.91 | 13.29 | BM3 (ResNet50 + Sentence Bert) | 2024-09-24 |
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation | ✓ Link | 7.70 | 3.66 | 12.61 | NGCF-M (Align) | 2024-09-24 |
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation | ✓ Link | 7.56 | 3.82 | 12.60 | LightGCN | 2024-09-24 |
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation | ✓ Link | 7.18 | 3.50 | 11.91 | NGCF-M (ResNet50 + Sentence Bert) | 2024-09-24 |
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation | ✓ Link | 6.42 | 3.12 | 10.39 | VBPR (MMFashion + Sentence Bert) | 2024-09-24 |
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation | ✓ Link | 6.21 | 2.99 | 10.18 | VBPR (ResNet50 + Sentence Bert) | 2024-09-24 |
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation | ✓ Link | 6.08 | 3.03 | 10.26 | DGCF | 2024-09-24 |
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation | ✓ Link | 5.77 | 2.93 | 9.40 | SGL | 2024-09-24 |
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation | ✓ Link | 5.48 | 2.67 | 9.04 | BPRMF | 2024-09-24 |
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation | ✓ Link | 5.29 | 2.48 | 8.81 | GRCN (ResNet50 + Sentence Bert) | 2024-09-24 |
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation | ✓ Link | 5.21 | 2.43 | 8.76 | GRCN (Align) | 2024-09-24 |
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation | ✓ Link | 5.09 | 2.39 | 8.59 | NGCF | 2024-09-24 |
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation | ✓ Link | 2.46 | 1.19 | 4.21 | ItemKNN | 2024-09-24 |