paper-with-me

Multi-modal Entity Alignment 벤치마크

Multi-modal Entity Alignment on UMVM-oea-en-de

24개 결과 · ⬇ CSV · JSON

Hits@1

0.753 0.8083 0.8635 0.9187 0.974 2020-09 2026-09 EVA (w/o surf) — 0.956 (2020-09-28) EVA (w/o surf & w/o iter) — 0.922 (2020-09-28) EVA (w/o surf) — 0.956 (2020-09-28) EVA (w/o surf & w/o iter) — 0.922 (2020-09-28) EVA (w/o surf) — 0.956 (2020-09-28) EVA (w/o surf & w/o iter) — 0.922 (2020-09-28) MSNEA (w/o surf) — 0.788 (2022-08-14) MSNEA (w/o surf & w/o iter) — 0.753 (2022-08-14) MSNEA (w/o surf) — 0.788 (2022-08-14) MSNEA (w/o surf & w/o iter) — 0.753 (2022-08-14) MSNEA (w/o surf) — 0.788 (2022-08-14) MSNEA (w/o surf & w/o iter) — 0.753 (2022-08-14) MCLEA (w/o surf) — 0.969 (2022-09-02) MCLEA (w/o surf & w/o iter) — 0.939 (2022-09-02) MCLEA (w/o surf) — 0.969 (2022-09-02) MCLEA (w/o surf & w/o iter) — 0.939 (2022-09-02) MCLEA (w/o surf) — 0.969 (2022-09-02) MCLEA (w/o surf & w/o iter) — 0.939 (2022-09-02) UMAEA (w/o surf) — 0.974 (2023-07-30) UMAEA (w/o surf & iter ) — 0.956 (2023-07-30) UMAEA (w/o surf) — 0.974 (2023-07-30) UMAEA (w/o surf & iter ) — 0.956 (2023-07-30) UMAEA (w/o surf) — 0.974 (2023-07-30) UMAEA (w/o surf & iter ) — 0.956 (2023-07-30) EVA (w/o surf) — 0.956 (2020-09-28) MCLEA (w/o surf) — 0.969 (2022-09-02) UMAEA (w/o surf) — 0.974 (2023-07-30)
RankModel Hits@1 Extra Training Data PaperCodeYear
1 UMAEA (w/o surf) 0.974 ✓ 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 EVA (w/o surf) 0.956 ✓ Visual Pivoting for (Unsupervised) Entity Alignment sayands/sgaligner · cambridgeltl/eva 2020
3 UMAEA (w/o surf & iter ) 0.956 ✓ Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment zjukg/umaea 2023
5 MCLEA (w/o surf & w/o iter) 0.939 ✓ Multi-modal Contrastive Representation Learning for Entity Alignment lzxlin/mclea 2022
6 EVA (w/o surf & w/o iter) 0.922 ✓ Visual Pivoting for (Unsupervised) Entity Alignment sayands/sgaligner · cambridgeltl/eva 2020
7 MSNEA (w/o surf) 0.788 ✓ Multi-modal Siamese Network for Entity Alignment liyichen-cly/MSNEA 2022
8 MSNEA (w/o surf & w/o iter) 0.753 ✓ Multi-modal Siamese Network for Entity Alignment liyichen-cly/MSNEA 2022
9 UMAEA (w/o surf) 0.974 ✓ Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment zjukg/umaea 2023
10 MCLEA (w/o surf) 0.969 ✓ Multi-modal Contrastive Representation Learning for Entity Alignment lzxlin/mclea 2022
11 EVA (w/o surf) 0.956 ✓ Visual Pivoting for (Unsupervised) Entity Alignment sayands/sgaligner · cambridgeltl/eva 2020
11 UMAEA (w/o surf & iter ) 0.956 ✓ Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment zjukg/umaea 2023
13 MCLEA (w/o surf & w/o iter) 0.939 ✓ Multi-modal Contrastive Representation Learning for Entity Alignment lzxlin/mclea 2022
14 EVA (w/o surf & w/o iter) 0.922 ✓ Visual Pivoting for (Unsupervised) Entity Alignment sayands/sgaligner · cambridgeltl/eva 2020
15 MSNEA (w/o surf) 0.788 ✓ Multi-modal Siamese Network for Entity Alignment liyichen-cly/MSNEA 2022
16 MSNEA (w/o surf & w/o iter) 0.753 ✓ Multi-modal Siamese Network for Entity Alignment liyichen-cly/MSNEA 2022
17 UMAEA (w/o surf) 0.974 ✓ Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment zjukg/umaea 2023
18 MCLEA (w/o surf) 0.969 ✓ Multi-modal Contrastive Representation Learning for Entity Alignment lzxlin/mclea 2022
19 EVA (w/o surf) 0.956 ✓ Visual Pivoting for (Unsupervised) Entity Alignment sayands/sgaligner · cambridgeltl/eva 2020
19 UMAEA (w/o surf & iter ) 0.956 ✓ Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment zjukg/umaea 2023
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