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Wikidata5M

아카이브 평가 14건 · 마지막 적재/변경 2026-10-30

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
모델	원본 지표·값	논문	구현
MoCoKGC	MRR 0.490 Hits@1 0.435 Hits@3 0.517 Hits@10 0.591	MoCoKGC: Momentum Contrast Entity Encoding for Knowledge Graph Completion 2024-11-12	연결 없음
KGT5-context + Description	MRR 0.426 Hits@1 0.406 Hits@3 0.44 Hits@10 0.46	Friendly Neighbors: Contextualized Sequence-to-Sequence Link Prediction 2023-05-22	코드 1
KGT5 + Description	MRR 0.381 Hits@1 0.357 Hits@3 0.397 Hits@10 0.422	Friendly Neighbors: Contextualized Sequence-to-Sequence Link Prediction 2023-05-22	코드 1
KGT5-context	MRR 0.378 Hits@1 0.35 Hits@3 0.396 Hits@10 0.427	Friendly Neighbors: Contextualized Sequence-to-Sequence Link Prediction 2023-05-22	코드 1
SimKGC + Description	MRR 0.358 Hits@1 0.313 Hits@3 0.376 Hits@10 0.441	SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models 2022-03-04	코드 1 · 코드 2
KGT5 ComplEx Ensemble	MRR 0.336 Hits@1 0.282 Hits@3 0.362 Hits@10 0.426	Sequence-to-Sequence Knowledge Graph Completion and Question Answering 2022-03-19	코드 1
ComplEx	MRR 0.308 Hits@1 0.255 Hits@10 0.398	Parallel Training of Knowledge Graph Embedding Models: A Comparison of Techniques 2021-11-01	코드 1
KGT5	MRR 0.300 Hits@1 0.267 Hits@3 0.318 Hits@10 0.365	Sequence-to-Sequence Knowledge Graph Completion and Question Answering 2022-03-19	코드 1
SimplE	MRR 0.296 Hits@1 0.252 Hits@3 0.317 Hits@10 0.377	KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation 2019-11-13	코드 1
RotatE	MRR 0.29 Hits@1 0.234 Hits@3 0.322 Hits@10 0.39	KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation 2019-11-13	코드 1
ComplEx	MRR 0.281 Hits@1 0.228 Hits@3 0.310 Hits@10 0.373	KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation 2019-11-13	코드 1
TransE	MRR 0.253 Hits@1 0.17 Hits@3 0.311 Hits@10 0.392	KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation 2019-11-13	코드 1
DistMult	MRR 0.253 Hits@1 0.208 Hits@3 0.278 Hits@10 0.334	KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation 2019-11-13	코드 1
KEPLER-Wiki-rel	MRR 0.210 Hits@1 0.173 Hits@3 0.224 Hits@10 0.277	KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation 2019-11-13	코드 1