ML Research Wiki / Benchmarks / Distance regression / CHILI-3K

CHILI-3K

Distance regression Benchmark

Performance Over Time

📊 Showing 8 results | 📏 Metric: MSE

Top Performing Models

Rank Model Paper MSE Date Code
1 Mean CHILI: Chemically-Informed Large-scale Inorganic Nanomaterials Dataset for Advancing Graph Machine Learning 0.27 2024-02-20 📦 UlrikFriisJensen/CHILI
2 EdgeCNN CHILI: Chemically-Informed Large-scale Inorganic Nanomaterials Dataset for Advancing Graph Machine Learning 0.00 2024-02-20 📦 UlrikFriisJensen/CHILI
3 GraphSAGE CHILI: Chemically-Informed Large-scale Inorganic Nanomaterials Dataset for Advancing Graph Machine Learning 0.00 2024-02-20 📦 UlrikFriisJensen/CHILI
4 GraphUNet CHILI: Chemically-Informed Large-scale Inorganic Nanomaterials Dataset for Advancing Graph Machine Learning 0.00 2024-02-20 📦 UlrikFriisJensen/CHILI
5 GCN CHILI: Chemically-Informed Large-scale Inorganic Nanomaterials Dataset for Advancing Graph Machine Learning 0.00 2024-02-20 📦 UlrikFriisJensen/CHILI
6 GAT CHILI: Chemically-Informed Large-scale Inorganic Nanomaterials Dataset for Advancing Graph Machine Learning 0.00 2024-02-20 📦 UlrikFriisJensen/CHILI
7 PMLP CHILI: Chemically-Informed Large-scale Inorganic Nanomaterials Dataset for Advancing Graph Machine Learning 0.00 2024-02-20 📦 UlrikFriisJensen/CHILI
8 GIN CHILI: Chemically-Informed Large-scale Inorganic Nanomaterials Dataset for Advancing Graph Machine Learning 0.00 2024-02-20 📦 UlrikFriisJensen/CHILI

All Papers (8)

UlrikFriisJensen/CHILI
UlrikFriisJensen/CHILI
UlrikFriisJensen/CHILI
UlrikFriisJensen/CHILI
UlrikFriisJensen/CHILI
UlrikFriisJensen/CHILI
UlrikFriisJensen/CHILI
UlrikFriisJensen/CHILI