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For ComENet
OC20: Different from the values listed in the paper, as we retrain our model more times and made a submission to the OCP leaderboard
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OC20Molecule3DQM9
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Number of layers46, 84
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Cutoff6.05.05.0
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Hidden dim256256256
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Hidden dim in Self-Atom layer256256
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Number of layers in Self-Atom layer33
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Number of layers of the MLP in Interaction layer33
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Distance embedding dim3612
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Angle embedding dim233
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OC20Molecule3DQM9
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Epochs502501000
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Batch size3225632
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Learning rate1e-32e-45e-4
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Learning rate decay factor0.50.5
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Learning rate decay epochs30200
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For baseline methods on Molecule3D
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GIN-VirtualSchNetDimeNet++SphereNet
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Number of layers5644
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Cutoff-10.06.06.0
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Hidden dim600256128128
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GIN-VirtualSchNetDimeNet++SphereNet
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Epochs250250100100
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Batch size2562563232
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Learning rate1e-35e-45e-45e-4
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Learning rate decay factor0.250.50.50.5
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Learning rate decay epochs30301010
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