paper-with-me

X-ray PDF regression 벤치마크

X-ray PDF regression on CHILI-100K

8개 결과 · ⬇ CSV · JSON

MSE 낮을수록 좋음

0.007 0.0145 0.022 0.0295 0.037 2024-02 2026-09 Mean — 0.007 (2024-02-20) EdgeCNN — 0.012 (2024-02-20) PMLP — 0.013 (2024-02-20) GAT — 0.013 (2024-02-20) GraphUNet — 0.013 (2024-02-20) GIN — 0.013 (2024-02-20) GCN — 0.014 (2024-02-20) GraphSAGE — 0.037 (2024-02-20) Mean — 0.007 (2024-02-20)
RankModel MSE PaperCodeYear
1 Mean 0.007 CHILI: Chemically-Informed Large-scale Inorganic Nanomaterials Dataset for Advancing Graph Machine Learning UlrikFriisJensen/CHILI 2024
2 EdgeCNN 0.012 +/- 0.000 CHILI: Chemically-Informed Large-scale Inorganic Nanomaterials Dataset for Advancing Graph Machine Learning UlrikFriisJensen/CHILI 2024
3 PMLP 0.013 +/- 0.000 CHILI: Chemically-Informed Large-scale Inorganic Nanomaterials Dataset for Advancing Graph Machine Learning UlrikFriisJensen/CHILI 2024
4 GAT 0.013 +/- 0.000 CHILI: Chemically-Informed Large-scale Inorganic Nanomaterials Dataset for Advancing Graph Machine Learning UlrikFriisJensen/CHILI 2024
5 GraphUNet 0.013 +/- 0.000 CHILI: Chemically-Informed Large-scale Inorganic Nanomaterials Dataset for Advancing Graph Machine Learning UlrikFriisJensen/CHILI 2024
6 GIN 0.013 +/- 0.000 CHILI: Chemically-Informed Large-scale Inorganic Nanomaterials Dataset for Advancing Graph Machine Learning UlrikFriisJensen/CHILI 2024
7 GCN 0.014 +/- 0.000 CHILI: Chemically-Informed Large-scale Inorganic Nanomaterials Dataset for Advancing Graph Machine Learning UlrikFriisJensen/CHILI 2024
8 GraphSAGE 0.037 +/- 0.026 CHILI: Chemically-Informed Large-scale Inorganic Nanomaterials Dataset for Advancing Graph Machine Learning UlrikFriisJensen/CHILI 2024
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