Multi-modal Entity Alignment 벤치마크
Multi-modal Entity Alignment on UMVM-oea-d-w-v1
Hits@1
- 2020-09-28 — EVA (w/o surf): Hits@1 0.915
- 2022-09-02 — MCLEA (w/o surf): Hits@1 0.944
- 2023-07-30 — UMAEA (w/o surf): Hits@1 0.945
| Rank | Model | Hits@1 | Extra Training Data | Paper | Code | Year |
|---|---|---|---|---|---|---|
| 21 | MCLEA (w/o surf & w/o iter) | 0.881 | ✓ | Multi-modal Contrastive Representation Learning for Entity Alignment | lzxlin/mclea | 2022 |
| 22 | EVA (w/o surf & w/o iter) | 0.858 | ✓ | Visual Pivoting for (Unsupervised) Entity Alignment | sayands/sgaligner · cambridgeltl/eva | 2020 |
| 23 | MSNEA (w/o surf) | 0.809 | ✓ | Multi-modal Siamese Network for Entity Alignment | liyichen-cly/MSNEA | 2022 |
| 24 | MSNEA (w/o surf & w/o iter) | 0.800 | ✓ | Multi-modal Siamese Network for Entity Alignment | liyichen-cly/MSNEA | 2022 |