← Inductive Link Prediction

Papers with Code · CC BY-SA 4.0

Wikidata5M-SI

아카이브 평가 12건 · 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
KGT5 (descriptions)	0-shot MRR 0.470	A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs 2023-10-18	코드 1
KGT5-context (descriptions)	0-shot MRR 0.417 1-shot MRR 0.420 10-shot MRR 0.437	A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs 2023-10-18	코드 1
SimKGC (descriptions)	0-shot MRR 0.403	A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs 2023-10-18	코드 1
KGT5 (mentions)	0-shot MRR 0.31	A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs 2023-10-18	코드 1
SimKGC (mentions)	0-shot MRR 0.22	A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs 2023-10-18	코드 1
ComplEx + Bias * FoldIn	0-shot MRR 0.124	A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs 2023-10-18	코드 1
HittER	0-shot MRR 0.019 1-shot MRR 0.105 10-shot MRR 0.221	A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs 2023-10-18	코드 1
DistMult + ERAvg (descriptions)	1-shot MRR 0.278 10-shot MRR 0.292	A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs 2023-10-18	코드 1
KGT5-context (mentions)	1-shot MRR 0.217 10-shot MRR 0.311	A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs 2023-10-18	코드 1
DistMult + ERAvg (mentions)	1-shot MRR 0.187 10-shot MRR 0.28	A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs 2023-10-18	코드 1
DistMult + ERAvg	1-shot MRR 0.171 10-shot MRR 0.333	A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs 2023-10-18	코드 1
ComplEx + Bias + Fold in	1-shot MRR 0.151 10-shot MRR 0.206	A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs 2023-10-18	코드 1