Link Prediction On Codex Medium
评估指标
Hits@1
Hits@10
Hits@3
MRR
评测结果
各个模型在此基准测试上的表现结果
模型名称 | Hits@1 | Hits@10 | Hits@3 | MRR | Paper Title | Repository |
|---|---|---|---|---|---|---|
| RESCAL | 0.239 | 0.464 | 0.3551 | 0.317 | CoDEx: A Comprehensive Knowledge Graph Completion Benchmark | |
| ULTRA | - | 0.525 | - | 0.372 | Towards Foundation Models for Knowledge Graph Reasoning | |
| TuckER | 0.223 | 0.454 | 0.3363 | 0.328 | CoDEx: A Comprehensive Knowledge Graph Completion Benchmark | |
| ComplEx-N3-RP | 0.277 | 0.490 | 0.386 | 0.352 | Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations | |
| ConvE | 0.262 | 0.476 | 0.3701 | 0.318 | CoDEx: A Comprehensive Knowledge Graph Completion Benchmark | |
| ComplEx | 0.244 | 0.456 | 0.3477 | 0.337 | CoDEx: A Comprehensive Knowledge Graph Completion Benchmark | |
| TransE | 0.259 | 0.458 | 0.3599 | 0.303 | CoDEx: A Comprehensive Knowledge Graph Completion Benchmark |
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