Test Hits@20: 0.9538 ± 0.0094Validation Hits@20: 0.8943 ± 0.0281Number of params: 3506691Ext. data: No
Papers with Code · CC BY-SA 4.0
Link Property Prediction
개요는 각 항목의 일부입니다. 위 탭에서 전체 기록을 페이지별로 탐색할 수 있습니다.
벤치마크
Papers with Code 아카이브의 데이터셋별 기록 예시입니다. 평가 조건과 지표 방향이 검증되지 않아 순위를 의미하지 않습니다.
Dataset기록된 모델 예시MetricPaperCode
E2N
Test Hits@50: 0.9515 ± 0.1410Validation Hits@50: 0.9546 ± 0.1270Number of params: 526851Ext. data: No
논문
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HyperFusion
Test Hits@20: 0.9972 ± 0.0004Validation Hits@20: 0.9956 ± 0.0001Number of params: 976022023Ext. data: No
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RelEns
Validation MRR: 0.7509 ± 0.0009Test MRR: 0.7392 ± 0.0011Number of params: 2176767622Ext. data: No
논문
코드
** E2N**
Test Hits@100: 0.8911 ± 0.1266Validation Hits@100: 0.8857 ± 0.1331Number of params: 526851Ext. data: No
논문
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GraphGPT(d1n30)
Test MRR: 0.9305 ± 0.0020Validation MRR: 0.9295 ± 0.0022Number of params: 133096832Ext. data: No
논문
코드
데이터셋
6개논문
Test Hits@20: 0.9549 ± 0.0073Validation Hits@20: 0.9098 ± 0.0294Number of params: 5125250Ext. data: No
Test Hits@20: 0.8239 ± 0.0437Validation Hits@20: 0.8206 ± 0.0298Number of params: 3760134Ext. data: No
Test Hits@20: 0.9777 ± 0.0037Validation Hits@20: 0.8965 ± 0.0021Number of params: 10512391Ext. data: No
Test Hits@20: 0.9542 ± 0.0000Validation Hits@20: 0.8258 ± 0.0000Number of params: 3506691Ext. data: No
Test Hits@20: 0.8608 ± 0.0198Validation Hits@20: 0.8405 ± 0.0284Number of params: 837635Ext. data: No
Test Hits@20: 0.9088 ± 0.0313Validation Hits@20: 0.8242 ± 0.0253Number of params: 3497473Ext. data: No
Test Hits@20: 0.9284 ± 0.0047Validation Hits@20: 0.8306 ± 0.0134Number of params: 3499009Ext. data: No
Test Hits@20: 0.9443 ± 0.0057Validation Hits@20: 0.7979 ± 0.0159Number of params: 13816833Ext. data: No
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