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Link Prediction
벤치마크
Link Prediction on
CoDEx Medium
7개 결과 ·
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MRR
0.303
0.3202
0.3375
0.3548
0.372
2020-09
2026-09
ComplEx — 0.337 (2020-09-16)
TuckER — 0.328 (2020-09-16)
ConvE — 0.318 (2020-09-16)
RESCAL — 0.317 (2020-09-16)
TransE — 0.303 (2020-09-16)
ComplEx-N3-RP — 0.352 (2021-10-06)
ULTRA — 0.372 (2023-10-06)
ComplEx — 0.337 (2020-09-16)
ComplEx-N3-RP — 0.352 (2021-10-06)
ULTRA — 0.372 (2023-10-06)
2020-09-16 — ComplEx: MRR 0.337
2021-10-06 — ComplEx-N3-RP: MRR 0.352
2023-10-06 — ULTRA: MRR 0.372
Rank
Model
MRR
Hits@1
Hits@3
Hits@10
Paper
Code
Year
1
ULTRA
0.372
–
–
0.525
Towards Foundation Models for Knowledge Graph Reasoning
DeepGraphLearning/ULTRA
2023
2
ComplEx-N3-RP
0.352
0.277
0.386
0.490
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations
facebookresearch/ssl-relation-prediction
2021
3
ComplEx
0.337
0.244
0.3477
0.456
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark
tsafavi/codex
·
facebookresearch/ssl-relation-prediction
2020
4
TuckER
0.328
0.223
0.3363
0.454
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark
tsafavi/codex
·
facebookresearch/ssl-relation-prediction
2020
5
ConvE
0.318
0.262
0.3701
0.476
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark
tsafavi/codex
·
facebookresearch/ssl-relation-prediction
2020
6
RESCAL
0.317
0.239
0.3551
0.464
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark
tsafavi/codex
·
facebookresearch/ssl-relation-prediction
2020
7
TransE
0.303
0.259
0.3599
0.458
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark
tsafavi/codex
·
facebookresearch/ssl-relation-prediction
2020
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