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Link Prediction
벤치마크
Link Prediction on
CoDEx Small
6개 결과 ·
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MRR
0.354
0.3837
0.4135
0.4432
0.473
2020-09
2026-11
TuckER — 0.444 (2020-09-16)
ConvE — 0.444 (2020-09-16)
RESCAL — 0.404 (2020-09-16)
ComplEx — 0.404 (2020-09-16)
TransE — 0.354 (2020-09-16)
ComplEx-N3-RP — 0.473 (2021-10-06)
TuckER — 0.444 (2020-09-16)
ComplEx-N3-RP — 0.473 (2021-10-06)
2020-09-16 — TuckER: MRR 0.444
2021-10-06 — ComplEx-N3-RP: MRR 0.473
Rank
Model
MRR
Hits@1
Hits@3
Hits@10
Paper
Code
Year
1
ComplEx-N3-RP
0.473
0.375
0.514
0.663
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations
facebookresearch/ssl-relation-prediction
2021
2
TuckER
0.444
0.372
0.5038
0.646
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark
tsafavi/codex
·
facebookresearch/ssl-relation-prediction
2020
2
ConvE
0.444
0.219
0.4218
0.634
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark
tsafavi/codex
·
facebookresearch/ssl-relation-prediction
2020
4
RESCAL
0.404
0.343
0.4926
0.635
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark
tsafavi/codex
·
facebookresearch/ssl-relation-prediction
2020
4
ComplEx
0.404
0.293
0.4494
0.623
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark
tsafavi/codex
·
facebookresearch/ssl-relation-prediction
2020
6
TransE
0.354
0.339
0.4975
0.638
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark
tsafavi/codex
·
facebookresearch/ssl-relation-prediction
2020
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