paper-with-me

Multi-modal Entity Alignment 벤치마크

Multi-modal Entity Alignment on UMVM-oea-d-w-v2

21개 결과 · ⬇ CSV · JSON

Hits@1

0.862 0.8898 0.9175 0.9452 0.973 2020-09 2026-09 EVA (w/o surf) — 0.925 (2020-09-28) EVA (w/o surf & w/o iter) — 0.89 (2020-09-28) EVA (w/o surf) — 0.925 (2020-09-28) EVA (w/o surf & w/o iter) — 0.89 (2020-09-28) EVA (w/o surf) — 0.925 (2020-09-28) EVA (w/o surf & w/o iter) — 0.89 (2020-09-28) MSNEA (w/o surf) — 0.862 (2022-08-14) MSNEA (w/o surf) — 0.862 (2022-08-14) MSNEA (w/o surf) — 0.862 (2022-08-14) MCLEA (w/o surf) — 0.969 (2022-09-02) MCLEA (w/o surf & w/o iter) — 0.928 (2022-09-02) MCLEA (w/o surf) — 0.969 (2022-09-02) MCLEA (w/o surf & w/o iter) — 0.928 (2022-09-02) MCLEA (w/o surf) — 0.969 (2022-09-02) MCLEA (w/o surf & w/o iter) — 0.928 (2022-09-02) UMAEA (w/o surf) — 0.973 (2023-07-30) UMAEA (w/o surf & iter ) — 0.948 (2023-07-30) UMAEA (w/o surf) — 0.973 (2023-07-30) UMAEA (w/o surf & iter ) — 0.948 (2023-07-30) UMAEA (w/o surf) — 0.973 (2023-07-30) UMAEA (w/o surf & iter ) — 0.948 (2023-07-30) EVA (w/o surf) — 0.925 (2020-09-28) MCLEA (w/o surf) — 0.969 (2022-09-02) UMAEA (w/o surf) — 0.973 (2023-07-30)
RankModel Hits@1 Extra Training Data PaperCodeYear
1 UMAEA (w/o surf) 0.973 ✓ Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment zjukg/umaea 2023
2 MCLEA (w/o surf) 0.969 ✓ Multi-modal Contrastive Representation Learning for Entity Alignment lzxlin/mclea 2022
3 UMAEA (w/o surf & iter ) 0.948 ✓ Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment zjukg/umaea 2023
4 MCLEA (w/o surf & w/o iter) 0.928 ✓ Multi-modal Contrastive Representation Learning for Entity Alignment lzxlin/mclea 2022
5 EVA (w/o surf) 0.925 ✓ Visual Pivoting for (Unsupervised) Entity Alignment sayands/sgaligner · cambridgeltl/eva 2020
6 EVA (w/o surf & w/o iter) 0.890 ✓ Visual Pivoting for (Unsupervised) Entity Alignment sayands/sgaligner · cambridgeltl/eva 2020
7 MSNEA (w/o surf) 0.862 ✓ Multi-modal Siamese Network for Entity Alignment liyichen-cly/MSNEA 2022
8 UMAEA (w/o surf) 0.973 ✓ Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment zjukg/umaea 2023
9 MCLEA (w/o surf) 0.969 ✓ Multi-modal Contrastive Representation Learning for Entity Alignment lzxlin/mclea 2022
10 UMAEA (w/o surf & iter ) 0.948 ✓ Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment zjukg/umaea 2023
11 MCLEA (w/o surf & w/o iter) 0.928 ✓ Multi-modal Contrastive Representation Learning for Entity Alignment lzxlin/mclea 2022
12 EVA (w/o surf) 0.925 ✓ Visual Pivoting for (Unsupervised) Entity Alignment sayands/sgaligner · cambridgeltl/eva 2020
13 EVA (w/o surf & w/o iter) 0.890 ✓ Visual Pivoting for (Unsupervised) Entity Alignment sayands/sgaligner · cambridgeltl/eva 2020
14 MSNEA (w/o surf) 0.862 ✓ Multi-modal Siamese Network for Entity Alignment liyichen-cly/MSNEA 2022
15 UMAEA (w/o surf) 0.973 ✓ Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment zjukg/umaea 2023
16 MCLEA (w/o surf) 0.969 ✓ Multi-modal Contrastive Representation Learning for Entity Alignment lzxlin/mclea 2022
17 UMAEA (w/o surf & iter ) 0.948 ✓ Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment zjukg/umaea 2023
18 MCLEA (w/o surf & w/o iter) 0.928 ✓ Multi-modal Contrastive Representation Learning for Entity Alignment lzxlin/mclea 2022
19 EVA (w/o surf) 0.925 ✓ Visual Pivoting for (Unsupervised) Entity Alignment sayands/sgaligner · cambridgeltl/eva 2020
20 EVA (w/o surf & w/o iter) 0.890 ✓ Visual Pivoting for (Unsupervised) Entity Alignment sayands/sgaligner · cambridgeltl/eva 2020
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