ML Research Wiki / Benchmarks / Link Prediction / CoDEx Medium

CoDEx Medium

Link Prediction Benchmark

Performance Over Time

📊 Showing 7 results | 📏 Metric: MRR

Top Performing Models

Rank Model Paper MRR Date Code
1 ULTRA Towards Foundation Models for Knowledge Graph Reasoning 0.37 2023-10-06 📦 DeepGraphLearning/ULTRA
2 ComplEx-N3-RP Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations 0.35 2021-10-06 📦 facebookresearch/ssl-relation-prediction
3 ComplEx CoDEx: A Comprehensive Knowledge Graph Completion Benchmark 0.34 2020-09-16 📦 tsafavi/codex 📦 facebookresearch/ssl-relation-prediction
4 TuckER CoDEx: A Comprehensive Knowledge Graph Completion Benchmark 0.33 2020-09-16 📦 tsafavi/codex 📦 facebookresearch/ssl-relation-prediction
5 ConvE CoDEx: A Comprehensive Knowledge Graph Completion Benchmark 0.32 2020-09-16 📦 tsafavi/codex 📦 facebookresearch/ssl-relation-prediction
6 RESCAL CoDEx: A Comprehensive Knowledge Graph Completion Benchmark 0.32 2020-09-16 📦 tsafavi/codex 📦 facebookresearch/ssl-relation-prediction
7 TransE CoDEx: A Comprehensive Knowledge Graph Completion Benchmark 0.30 2020-09-16 📦 tsafavi/codex 📦 facebookresearch/ssl-relation-prediction

All Papers (7)

DeepGraphLearning/ULTRA
facebookresearch/ssl-relation-prediction
tsafavi/codex facebookresearch/ssl-relation-prediction
tsafavi/codex facebookresearch/ssl-relation-prediction
tsafavi/codex facebookresearch/ssl-relation-prediction
tsafavi/codex facebookresearch/ssl-relation-prediction
tsafavi/codex facebookresearch/ssl-relation-prediction