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아카이브 평가 14건 · 마지막 적재/변경

원본 데이터셋 링크 1

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델원본 지표·값논문구현
MEAformer
Hits@1
0.996
 MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
2022-12-29		 코드 1
Unsup. MEAformer
Hits@1
0.993
 MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
2022-12-29		 코드 1
MEAformer (w/o iter )
Hits@1
0.991
 MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
2022-12-29		 코드 1
SEU
Hits@1
0.988
 From Alignment to Assignment: Frustratingly Simple Unsupervised Entity Alignment
2021-09-06		 코드 1
Unsup. MEAformer (w/o iter )
Hits@1
0.973
 MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
2022-12-29		 코드 1
PSR
Hits@1
0.958
 Are Negative Samples Necessary in Entity Alignment? An Approach with High Performance, Scalability and Robustness
2021-08-11		 코드 1
Dual-AMN
Hits@1
0.954
 Boosting the Speed of Entity Alignment 10*: Dual Attention Matching Network with Normalized Hard Sample Mining
2021-03-29		 코드 1
EMGCN
Hits@1
0.940
 Entity Alignment for Knowledge Graphs with Multi-order Convolutional Networks
2020-11-17		 코드 1
UMAEA (w/o surf)
Hits@1
0.873
 Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment
2023-07-30		 코드 1
MEAformer (w/o surf)
Hits@1
0.845
 MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
2022-12-29		 코드 1
Zero Shot
Hits@1
0.8370
 A Critical Assessment of State-of-the-Art in Entity Alignment
2020-10-30		 코드 1
UMAEA (w/o surf & iter )
Hits@1
0.818
 Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment
2023-07-30		 코드 1
EVA
Hits@1
0.793
 Visual Pivoting for (Unsupervised) Entity Alignment
2020-09-28		 코드 1 · 코드 2
MEAformer (w/o surf & iter )
Hits@1
0.770
 MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
2022-12-29		 코드 1