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Link Prediction
벤치마크
Link Prediction on
CoDEx Large
6개 결과 ·
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MRR
0.187
0.2265
0.266
0.3055
0.345
2020-09
2026-11
TuckER — 0.309 (2020-09-16)
RESCAL — 0.304 (2020-09-16)
ConvE — 0.303 (2020-09-16)
ComplEx — 0.294 (2020-09-16)
TransE — 0.187 (2020-09-16)
ComplEx-N3-RP — 0.345 (2021-10-06)
TuckER — 0.309 (2020-09-16)
ComplEx-N3-RP — 0.345 (2021-10-06)
2020-09-16 — TuckER: MRR 0.309
2021-10-06 — ComplEx-N3-RP: MRR 0.345
Rank
Model
MRR
Hits@1
Hits@3
Hits@10
Paper
Code
Year
1
ComplEx-N3-RP
0.345
0.277
0.377
0.473
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations
facebookresearch/ssl-relation-prediction
2021
2
TuckER
0.309
0.244
0.3395
0.430
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark
tsafavi/codex
·
facebookresearch/ssl-relation-prediction
2020
3
RESCAL
0.304
0.242
0.3313
0.419
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark
tsafavi/codex
·
facebookresearch/ssl-relation-prediction
2020
4
ConvE
0.303
0.240
0.3298
0.420
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark
tsafavi/codex
·
facebookresearch/ssl-relation-prediction
2020
5
ComplEx
0.294
0.237
0.3179
0.400
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark
tsafavi/codex
·
facebookresearch/ssl-relation-prediction
2020
6
TransE
0.187
0.116
0.2188
0.317
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark
tsafavi/codex
·
facebookresearch/ssl-relation-prediction
2020
1–6 / 6
페이지당
10
20
50
100