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Antibody Binder Generation on Trastuzumab CDR H3 mutant dataset (test)

0.0074W1 (Natural)

DiffAb

Updated 1mo ago

Evaluation Results

Method	Links
DiffAb 2023.07		0.0074	0.0014	0.0498	0.5481	0.0097	0.0067	3.4647	6.7419	0.4151	0.8876	99.7
MEAN 2023.07		0.0072	0.0009	0.0267	8.4184	0.0184	0.0231	0.4108	8.5981	0.7792	0.7767	38.9
FA-GNN 2023.07		0.0018	0.003	0.0063	0.4158	0.0107	0.0056	0.2644	76.7852	3.18	0.4576	100
AbDiffuser 2023.07		0.0015	0.0024	0.0159	1.5043	0.021	0.0126	0.5173	114.4841	0.6795	0.9436	91.4
Transformer 2023.07		0.0014	0.0031	0.0097	1.3681	0.0171	0.014	0.2657	-	-	0.3627	100
EGNN 2023.07		0.0013	0.003	0.0102	1.1241	0.0123	0.0236	0.2441	1,967.528	9.218	0.3626	100
AbDiffuser 2023.07		0.0013	0.0018	0.0028	0.4968	0.0205	0.0113	0.1588	6.4301	0.3822	0.5761	100
Validation Set Baseline 2023.07		0.0011	0.0003	0.0061	1.3183	0.0196	0.0114	0.328	2.035	-	0.8676	100
RefineGNN 2023.07		0.0011	0.0004	0.0026	0.5482	0.0053	0.0046	0.126	-	-	0.7132	100
AbDiffuser 2023.07		0.001	0.0005	0.0062	1.2909	0.0115	0.0029	0.0948	32.0464	0.4046	0.6848	100
AbDiffuser 2023.07		0.0008	0.0014	0.0265	2.5944	0.0206	0.0053	0.2378	15.22	0.3345	0.9115	99.7
AbDiffuser 2023.07		0.0005	0.0011	0.0054	0.3934	0.0148	0.0129	0.1785	6.2468	0.3707	0.6382	100
AbDiffuser 2023.07		0.0005	0.0004	0.0126	1.851	0.0126	0.0017	0.0917	12.8923	0.3982	0.7796	100