Datasets:
Residue-level set: 35 proteins, 9 model arms, every layer; labels; reference scores; dataset card
2e30570 verified | pair,arm_a,arm_b,mode,metric,layer_a,layer_b,score,scrambled,n_residues | |
| ESM-1v s1 x ESM-1v s2,esm1v_seed1,esm1v_seed2,raw,cka,14,14,0.844,0.0058,10045 | |
| ESM-1v s1 x ESM-1v s2,esm1v_seed1,esm1v_seed2,raw,svcca,0,0,0.8841,0.2504,10045 | |
| ESM-1v s1 x ESM-1v s2,esm1v_seed1,esm1v_seed2,raw,mutual_knn,0,0,0.8479,0.0025,10045 | |
| ESM-1v s1 x ESM-1v s2,esm1v_seed1,esm1v_seed2,partial,cka,14,14,0.8439,0.0058,10045 | |
| ESM-1v s1 x ESM-1v s2,esm1v_seed1,esm1v_seed2,partial,svcca,0,0,0.884,0.2511,10045 | |
| ESM-1v s1 x ESM-1v s2,esm1v_seed1,esm1v_seed2,partial,mutual_knn,0,0,0.8059,0.0019,10045 | |
| CARP x ESM-2,carp_38m,esm2_35m,raw,cka,0,1,0.6964,0.0028,10045 | |
| CARP x ESM-2,carp_38m,esm2_35m,raw,svcca,1,1,0.6764,0.3605,10045 | |
| CARP x ESM-2,carp_38m,esm2_35m,raw,mutual_knn,0,2,0.2361,0.0028,10045 | |
| CARP x ESM-2,carp_38m,esm2_35m,partial,cka,0,3,0.5829,0.0132,10045 | |
| CARP x ESM-2,carp_38m,esm2_35m,partial,svcca,1,7,0.6324,0.3647,10045 | |
| CARP x ESM-2,carp_38m,esm2_35m,partial,mutual_knn,1,1,0.4637,0.0026,10045 | |
| ESM-IF1 x ProteinMPNN,esmif1,proteinmpnn,raw,cka,0,2,0.5183,0.0066,10045 | |
| ESM-IF1 x ProteinMPNN,esmif1,proteinmpnn,raw,svcca,0,2,0.6577,0.2938,10045 | |
| ESM-IF1 x ProteinMPNN,esmif1,proteinmpnn,raw,mutual_knn,0,2,0.1311,0.0026,10045 | |
| ESM-IF1 x ProteinMPNN,esmif1,proteinmpnn,partial,cka,0,2,0.4717,0.0081,10045 | |
| ESM-IF1 x ProteinMPNN,esmif1,proteinmpnn,partial,svcca,0,2,0.6491,0.2928,10045 | |
| ESM-IF1 x ProteinMPNN,esmif1,proteinmpnn,partial,mutual_knn,0,2,0.1067,0.0026,10045 | |
| ESM-2 35M x ProteinMPNN,esm2_35m,proteinmpnn,raw,cka,1,2,0.2488,0.0027,10045 | |
| ESM-2 35M x ProteinMPNN,esm2_35m,proteinmpnn,raw,svcca,12,2,0.4197,0.2898,10045 | |
| ESM-2 35M x ProteinMPNN,esm2_35m,proteinmpnn,raw,mutual_knn,12,2,0.0327,0.0026,10045 | |
| ESM-2 35M x ProteinMPNN,esm2_35m,proteinmpnn,partial,cka,11,2,0.1607,0.0075,10045 | |
| ESM-2 35M x ProteinMPNN,esm2_35m,proteinmpnn,partial,svcca,12,2,0.4032,0.2888,10045 | |
| ESM-2 35M x ProteinMPNN,esm2_35m,proteinmpnn,partial,mutual_knn,12,2,0.0336,0.0029,10045 | |
| ESM-2 650M x ProteinMPNN,esm2_650m,proteinmpnn,raw,cka,31,2,0.2514,0.0085,10045 | |
| ESM-2 650M x ProteinMPNN,esm2_650m,proteinmpnn,raw,svcca,32,2,0.6066,0.4799,10045 | |
| ESM-2 650M x ProteinMPNN,esm2_650m,proteinmpnn,raw,mutual_knn,33,2,0.0403,0.0025,10045 | |
| ESM-2 650M x ProteinMPNN,esm2_650m,proteinmpnn,partial,cka,31,2,0.1736,0.0101,10045 | |
| ESM-2 650M x ProteinMPNN,esm2_650m,proteinmpnn,partial,svcca,32,2,0.5963,0.4799,10045 | |
| ESM-2 650M x ProteinMPNN,esm2_650m,proteinmpnn,partial,mutual_knn,33,2,0.0375,0.0022,10045 | |
| ESM-2 650M x ESM-IF1,esm2_650m,esmif1,raw,cka,31,0,0.2949,0.0167,10045 | |
| ESM-2 650M x ESM-IF1,esm2_650m,esmif1,raw,svcca,31,0,0.5706,0.4647,10045 | |
| ESM-2 650M x ESM-IF1,esm2_650m,esmif1,raw,mutual_knn,33,0,0.0658,0.0023,10045 | |
| ESM-2 650M x ESM-IF1,esm2_650m,esmif1,partial,cka,30,0,0.2421,0.0204,10045 | |
| ESM-2 650M x ESM-IF1,esm2_650m,esmif1,partial,svcca,31,0,0.5651,0.4659,10045 | |
| ESM-2 650M x ESM-IF1,esm2_650m,esmif1,partial,mutual_knn,33,0,0.0643,0.0025,10045 | |
| CARP x ESM-IF1,carp_38m,esmif1,raw,cka,0,0,0.2415,0.0062,10045 | |
| CARP x ESM-IF1,carp_38m,esmif1,raw,svcca,3,0,0.4501,0.3634,10045 | |
| CARP x ESM-IF1,carp_38m,esmif1,raw,mutual_knn,2,0,0.0594,0.0027,10045 | |
| CARP x ESM-IF1,carp_38m,esmif1,partial,cka,2,0,0.1939,0.0095,10045 | |
| CARP x ESM-IF1,carp_38m,esmif1,partial,svcca,3,0,0.4441,0.3672,10045 | |
| CARP x ESM-IF1,carp_38m,esmif1,partial,mutual_knn,2,0,0.0589,0.0027,10045 | |
| CARP x ProteinMPNN,carp_38m,proteinmpnn,raw,cka,0,2,0.2002,0.0035,10045 | |
| CARP x ProteinMPNN,carp_38m,proteinmpnn,raw,svcca,3,2,0.4916,0.3858,10045 | |
| CARP x ProteinMPNN,carp_38m,proteinmpnn,raw,mutual_knn,2,2,0.0335,0.0022,10045 | |
| CARP x ProteinMPNN,carp_38m,proteinmpnn,partial,cka,2,0,0.152,0.0038,10045 | |
| CARP x ProteinMPNN,carp_38m,proteinmpnn,partial,svcca,3,2,0.4776,0.3916,10045 | |
| CARP x ProteinMPNN,carp_38m,proteinmpnn,partial,mutual_knn,2,2,0.0312,0.0027,10045 | |
| ESM-1v x ProteinMPNN,esm1v_seed1,proteinmpnn,raw,cka,33,2,0.1981,0.0071,10045 | |
| ESM-1v x ProteinMPNN,esm1v_seed1,proteinmpnn,raw,svcca,33,2,0.5773,0.4675,10045 | |
| ESM-1v x ProteinMPNN,esm1v_seed1,proteinmpnn,raw,mutual_knn,33,2,0.0279,0.0026,10045 | |
| ESM-1v x ProteinMPNN,esm1v_seed1,proteinmpnn,partial,cka,33,2,0.1,0.0082,10045 | |
| ESM-1v x ProteinMPNN,esm1v_seed1,proteinmpnn,partial,svcca,33,2,0.5671,0.4678,10045 | |
| ESM-1v x ProteinMPNN,esm1v_seed1,proteinmpnn,partial,mutual_knn,33,2,0.027,0.0025,10045 | |
| untrained x untrained,esm2_35m_untrained,proteinmpnn_untrained,raw,cka,11,1,0.0397,0.001,10045 | |
| untrained x untrained,esm2_35m_untrained,proteinmpnn_untrained,raw,svcca,3,2,0.1737,0.0992,10045 | |
| untrained x untrained,esm2_35m_untrained,proteinmpnn_untrained,raw,mutual_knn,2,2,0.0071,0.0022,10045 | |
| untrained x untrained,esm2_35m_untrained,proteinmpnn_untrained,partial,cka,10,1,0.0357,0.0006,10045 | |
| untrained x untrained,esm2_35m_untrained,proteinmpnn_untrained,partial,svcca,3,2,0.2806,0.2228,10045 | |
| untrained x untrained,esm2_35m_untrained,proteinmpnn_untrained,partial,mutual_knn,12,1,0.0097,0.0025,10045 | |
| trained seq x untrained str,esm2_35m,proteinmpnn_untrained,raw,cka,11,1,0.1588,0.0024,10045 | |
| trained seq x untrained str,esm2_35m,proteinmpnn_untrained,raw,svcca,11,2,0.4202,0.2904,10045 | |
| trained seq x untrained str,esm2_35m,proteinmpnn_untrained,raw,mutual_knn,8,2,0.0227,0.0026,10045 | |
| trained seq x untrained str,esm2_35m,proteinmpnn_untrained,partial,cka,11,1,0.136,0.0026,10045 | |
| trained seq x untrained str,esm2_35m,proteinmpnn_untrained,partial,svcca,11,2,0.4174,0.2959,10045 | |
| trained seq x untrained str,esm2_35m,proteinmpnn_untrained,partial,mutual_knn,11,1,0.023,0.0026,10045 | |
| untrained seq x trained str,esm2_35m_untrained,proteinmpnn,raw,cka,8,2,0.1962,0.0025,10045 | |
| untrained seq x trained str,esm2_35m_untrained,proteinmpnn,raw,svcca,1,2,0.3619,0.1437,10045 | |
| untrained seq x trained str,esm2_35m_untrained,proteinmpnn,raw,mutual_knn,4,2,0.015,0.0023,10045 | |
| untrained seq x trained str,esm2_35m_untrained,proteinmpnn,partial,cka,10,1,0.0313,0.0017,10045 | |
| untrained seq x trained str,esm2_35m_untrained,proteinmpnn,partial,svcca,3,2,0.2359,0.2141,10045 | |
| untrained seq x trained str,esm2_35m_untrained,proteinmpnn,partial,mutual_knn,6,2,0.013,0.0027,10045 | |