| model,origin,epoch,mae,mse,rmse,r2,pearson,spearman |
| PCQMep2 COSMOep10 + Kumo L (starting checkpoint),Prior matched evaluation,0.0,0.5949363804813839,0.6140966524414051,0.7836431920468684,0.5269087892699238,0.7404267461665239,0.7325760677773465 |
| Joint epoch 1 + Kumo L,This continuation,1.0,0.5696909606760223,0.5547245373540145,0.7447983199188989,0.5726482110671777,0.7666972104083853,0.7550153413304472 |
| Joint epoch 2 + Kumo L,This continuation,2.0,0.5713461149366956,0.5599447369287389,0.7482945522511433,0.5686266445478998,0.764192464159005,0.7535820385284265 |
| Joint epoch 3 + Kumo L,This continuation,3.0,0.5765771130215955,0.5621888395462573,0.7497925310019148,0.5668978202331871,0.7646480649294121,0.7544081221458505 |
| Joint epoch 4 + Kumo L,This continuation,4.0,0.5684591175388081,0.5443628535599996,0.7378094967943958,0.5806307029303465,0.7708116372975498,0.7599003950683851 |
| Joint epoch 5 + Kumo L,This continuation,5.0,0.5773824390324314,0.5629292139605966,0.7502860880761395,0.5663274464545958,0.7638727815253175,0.7544979757080147 |
| Monroe + Kumo L,Prior matched evaluation,,0.5773536702967546,0.5555317769192204,0.745340041135065,0.5720263253400137,0.769669169313614,0.7593848432185831 |
| XGBoost-DFT,Solvaformer published Table 1,,0.621,0.65,0.806,0.499,0.722,0.722 |
| XGBoost-CFP,Solvaformer published Table 1,,0.749,0.889,0.943,0.315,0.592,0.561 |
| XGBoost-MMB,Solvaformer published Table 1,,0.71,0.831,0.912,0.36,0.616,0.591 |
| SolvBERT,Solvaformer published Table 1,,0.871,1.231,1.11,0.052,0.247,0.222 |
| MPNN,Solvaformer published Table 1,,0.668,0.746,0.864,0.425,0.724,0.693 |
| EquiformerV2,Solvaformer published Table 1,,0.691,0.858,0.926,0.345,0.626,0.606 |
| Solvaformer,Solvaformer published Table 1,,0.643,0.7,0.837,0.46,0.694,0.677 |
| MPNN+Charges,Solvaformer published Table 1,,0.629,0.667,0.817,0.486,0.721,0.71 |
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