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Binding Affinity Prediction on SKEMPI2 (all mutations)

0.669Pearson Corr (Overall)

DiffAffinity

Updated 4d ago

Evaluation Results

Method	Links
DiffAffinity 2023.10		0.669	0.556	1.535	1.093	0.744	0.896	0.422	0.397
DiffAffinity 2023.10		0.65	0.602	2.051	1.54	0.784	0.921	0.414	0.387
DiffAffinity* 2023.10		0.646	0.538	1.578	1.113	0.742	0.741	0.415	0.392
RDE-Net 2023.10		0.632	0.527	1.601	1.142	0.731	0.887	0.415	0.376
DDGPred 2023.10		0.63	0.4	1.313	0.995	0.696	0.892	0.356	0.321
ESM2* 2023.10		0.623	0.498	1.615	1.179	0.721	0.887	0.362	0.316
DiffAffinity* 2023.10		0.613	0.542	2.133	1.606	0.75	0.75	0.407	0.379
ESM2* 2023.10		0.603	0.529	2.15	1.67	0.758	0.909	0.333	0.304
RDE-Net 2023.10		0.601	0.567	2.157	1.631	0.768	0.898	0.39	0.36
DDGPred 2023.10		0.591	0.503	2.181	1.67	0.759	0.913	0.373	0.385
flex ddG 2023.10		0.402	0.427	1.587	1.102	0.675	0.866	0.414	0.386
flex ddG 2023.10		0.398	0.419	1.765	1.326	0.669	0.854	0.401	0.363
DiffAffinity-Linear 2023.10		0.326	0.305	1.954	1.399	0.642	0.857	0.222	0.222
ESM-IF 2023.10		0.326	0.335	2.645	1.956	0.637	0.754	0.202	0.149
FoldX 2023.10		0.319	0.416	1.959	1.357	0.671	0.839	0.376	0.375
ESM-IF 2023.10		0.319	0.281	1.886	1.286	0.59	0.768	0.224	0.202
Rosetta 2023.10		0.311	0.346	1.617	1.131	0.656	0.81	0.328	0.298
DiffAffinity-Linear 2023.10		0.277	0.288	2.593	1.961	0.629	0.867	0.193	0.195
FoldX 2023.10		0.256	0.418	2.608	1.926	0.704	0.841	0.333	0.34
Rosetta 2023.10		0.199	0.23	2.658	2.024	0.621	0.798	0.191	0.083
ESM-1v 2023.10		0.192	0.157	1.961	1.368	0.541	0.735	0.007	-0.012
ESM-1v 2023.10		0.192	0.175	2.759	2.119	0.542	0.678	-0.06	-0.128
ESM2 2023.10		0.17	0.163	2.658	2.021	0.566	0.746	0.01	0.01
ESM2 2023.10		0.133	0.138	2.048	1.46	0.547	0.738	0.044	0.039