16th Community Wide Experiment on the
Critical Assessment of Techniques for Protein Structure Prediction
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Multimer Predictions Analysis
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Open Structure Suite Model Properties
    #     Model     Gr.
    Code		     Gr.
    Name		     ICS     Prec.     Recall     IPS     QS
    (glob.)		     QS
    (best)		     LDDT     TM     RMSD     DockQ
    (avg.)		     Mm
    size		     Stoi.     Symm     Symm.
    Size		     Symm.
    RMSD		     Mdl
    conts		     Ref
    conts		     Mdl
    clash
1. T1259TS014_1o 014 Cool-PSP 0.935 0.915 0.956 0.947 0.481 0.956 0.923 0.455 1.056 0.897 3 A3 C3 3 0.08 235 225 0
2. T1259TS290_1o 290 Pierce 0.906 0.869 0.947 0.915 0.541 0.959 0.925 0.451 0.926 0.899 3 A3 C3 3 0.25 245 225 0
3. T1259TS145_1o 145 s colabfold_baseline 0.900 0.917 0.884 0.914 0.515 0.943 0.902 0.453 1.238 0.857 3 A3 C3 3 0.16 217 225 0
4. T1259TS331_1o 331 s MULTICOM_AI 0.898 0.894 0.902 0.879 0.513 0.951 0.933 0.451 1.119 0.848 3 A3 C3 3 0.23 227 225 0
5. T1259TS298_1o 298 ShanghaiTech-human 0.895 0.867 0.924 0.880 0.502 0.955 0.931 0.456 0.948 0.901 3 A3 C3 3 0.05 240 225 0
6. T1259TS423_1o 423 s ShanghaiTech-server 0.887 0.882 0.893 0.881 0.508 0.940 0.907 0.448 1.068 0.870 3 A3 C3 3 0.05 228 225 4
7. T1259TS286_1o 286 CSSB_experimental 0.884 0.884 0.884 0.872 0.516 0.930 0.923 0.453 1.055 0.880 3 A3 C3 3 0.18 225 225 0
8. T1259TS204_1o 204 Zou 0.871 0.925 0.822 0.877 0.540 0.947 0.928 0.988 0.988 0.838 3 A3 C3 3 0.12 200 225 0
9. T1259TS052_1o 052 s Yang-Server 0.870 0.848 0.893 0.836 0.493 0.929 0.917 0.986 1.168 0.863 3 A3 C3 3 0.05 237 225 0
10. T1259TS028_1o 028 s NKRNA-s 0.870 0.896 0.844 0.897 0.514 0.951 0.917 0.450 1.227 0.830 3 A3 C3 3 0.36 212 225 0
11. T1259TS091_1o 091 Huang-HUST 0.870 0.833 0.911 0.858 0.515 0.924 0.924 0.453 1.121 0.880 3 A3 C3 3 0.08 246 225 0
12. T1259TS110_1o 110 s MIEnsembles-Server 0.862 0.825 0.902 0.855 0.557 0.945 0.928 0.992 0.880 0.903 3 A3 C3 3 0.09 246 225 0
13. T1259TS147_1o 147 s Zheng-Multimer 0.862 0.825 0.902 0.855 0.557 0.945 0.928 0.992 0.880 0.903 3 A3 C3 3 0.09 246 225 0
14. T1259TS462_1o 462 Zheng 0.862 0.825 0.902 0.855 0.557 0.945 0.928 0.992 0.880 0.903 3 A3 C3 3 0.09 246 225 0
15. T1259TS322_1o 322 XGroup 0.858 0.883 0.836 0.901 0.518 0.962 0.906 0.988 1.054 0.846 3 A3 C3 3 0.25 213 225 4
16. T1259TS219_1o 219 s XGroup-server 0.858 0.883 0.836 0.901 0.518 0.962 0.906 0.988 1.054 0.846 3 A3 C3 3 0.25 213 225 4
17. T1259TS456_1o 456 s Yang-Multimer 0.857 0.923 0.800 0.842 0.530 0.947 0.921 0.987 1.055 0.834 3 A3 C3 3 0.13 195 225 0
18. T1259TS294_1o 294 KiharaLab 0.855 0.857 0.853 0.895 0.490 0.895 0.883 0.447 1.643 0.739 3 A3 C3 3 0.10 224 225 0
19. T1259TS218_1o 218 HIT-LinYang 0.854 0.905 0.809 0.860 0.488 0.952 0.917 0.450 1.403 0.786 3 A3 C3 3 0.25 201 225 0
20. T1259TS022_1o 022 Yang 0.849 0.922 0.787 0.860 0.523 0.931 0.908 0.978 1.459 0.774 3 A3 C3 3 0.19 192 225 0
21. T1259TS023_1o 023 FTBiot0119 0.849 0.922 0.787 0.860 0.523 0.931 0.908 0.978 1.459 0.774 3 A3 C3 3 0.19 192 225 0
22. T1259TS311_1o 311 RAGfold_Prot1 0.847 0.917 0.787 0.885 0.488 0.946 0.909 0.985 1.227 0.808 3 A3 C3 3 0.38 193 225 0
23. T1259TS079_1o 079 s MRAFold 0.845 0.820 0.871 0.859 0.500 0.923 0.893 0.980 1.429 0.834 3 A3 C3 3 0.09 239 225 3
24. T1259TS293_1o 293 MRAH 0.845 0.820 0.871 0.859 0.500 0.923 0.893 0.980 1.429 0.834 3 A3 C3 3 0.09 239 225 3
25. T1259TS494_1o 494 ClusPro 0.844 0.848 0.840 0.895 0.465 0.880 0.892 0.449 1.265 0.775 3 A3 C3 3 0.35 223 225 0
26. T1259TS241_1o 241 elofsson 0.844 0.848 0.840 0.879 0.509 0.887 0.892 0.444 2.129 0.668 3 A3 C3 3 0.08 223 225 0
27. T1259TS274_1o 274 kozakovvajda 0.844 0.848 0.840 0.895 0.465 0.880 0.892 0.449 1.265 0.775 3 A3 C3 3 0.35 223 225 0
28. T1259TS015_1o 015 PEZYFoldings 0.837 0.798 0.880 0.836 0.512 0.895 0.904 0.450 1.286 0.821 3 A3 C3 3 0.08 248 225 0
29. T1259TS345_1o 345 MULTICOM_human 0.831 0.767 0.907 0.831 0.522 0.875 0.917 0.982 1.410 0.825 3 A3 C3 3 0.27 266 225 0
30. T1259TS425_1o 425 s MULTICOM_GATE 0.831 0.767 0.907 0.831 0.522 0.875 0.917 0.982 1.410 0.825 3 A3 C3 3 0.27 266 225 0
31. T1259TS051_1o 051 MULTICOM 0.831 0.767 0.907 0.831 0.522 0.875 0.917 0.982 1.410 0.825 3 A3 C3 3 0.27 266 225 0
32. T1259TS171_1o 171 ChaePred 0.831 0.767 0.907 0.831 0.522 0.875 0.917 0.982 1.410 0.825 3 A3 C3 3 0.27 266 225 0
33. T1259TS319_1o 319 s MULTICOM_LLM 0.831 0.767 0.907 0.831 0.522 0.875 0.917 0.982 1.410 0.825 3 A3 C3 3 0.27 266 225 0
34. T1259TS465_1o 465 Wallner 0.821 0.807 0.836 0.903 0.501 0.924 0.894 0.449 1.375 0.813 3 A3 C3 3 0.45 233 225 0
35. T1259TS388_1o 388 s DeepFold-server 0.818 0.772 0.871 0.848 0.544 0.907 0.885 0.981 1.319 0.794 3 A3 C3 3 0.20 254 225 0
36. T1259TS337_1o 337 s APOLLO 0.818 0.806 0.831 0.832 0.494 0.915 0.886 0.451 1.603 0.739 3 A3 C3 3 3.95 232 225 0
37. T1259TS419_1o 419 CSSB-Human 0.814 0.802 0.827 0.770 0.520 0.896 0.869 0.975 1.616 0.775 3 A3 C3 3 0.49 232 225 0
38. T1259TS267_1o 267 s kiharalab_server 0.812 0.760 0.871 0.865 0.514 0.904 0.881 0.451 1.539 0.813 3 A3 C3 3 0.07 258 225 0
39. T1259TS059_1o 059 DeepFold 0.802 0.763 0.844 0.827 0.522 0.893 0.851 0.975 1.509 0.759 3 A3 C3 3 0.68 249 225 0
40. T1259TS221_1o 221 CSSB_FAKER 0.798 0.788 0.809 0.756 0.518 0.894 0.874 0.448 1.569 0.772 3 A3 C3 3 0.21 231 225 0
41. T1259TS323_1o 323 Yan 0.792 0.772 0.813 0.866 0.489 0.801 0.878 0.447 2.237 0.643 3 A3 C3 3 6.48 237 225 0
42. T1259TS139_1o 139 DeepFold-refine 0.781 0.776 0.787 0.835 0.493 0.855 0.843 0.454 1.763 0.714 3 A3 C3 3 2.27 228 225 0
43. T1259TS375_1o 375 s milliseconds 0.767 0.726 0.813 0.825 0.408 0.734 0.870 0.962 2.873 0.601 3 A3 C3 3 0.46 252 225 0
44. T1259TS287_1o 287 plmfold 0.767 0.740 0.796 0.806 0.477 0.844 0.892 0.452 1.966 0.677 3 A3 C3 3 0.25 242 225 0
45. T1259TS369_1o 369 Bhattacharya 0.767 0.789 0.747 0.864 0.495 0.833 0.880 0.440 2.815 0.578 3 A3 C3 3 0.06 213 225 0
46. T1259TS031_1o 031 MassiveFold 0.762 0.821 0.711 0.802 0.484 0.882 0.851 0.448 1.542 0.750 3 A3 C3 3 0.10 195 225 28
47. T1259TS148_1o 148 s Guijunlab-Complex 0.758 0.795 0.724 0.833 0.413 0.771 0.885 0.966 2.682 0.570 3 A3 C3 3 0.59 205 225 0
48. T1259TS393_1o 393 GuijunLab-QA 0.758 0.795 0.724 0.833 0.413 0.771 0.885 0.966 2.682 0.570 3 A3 C3 3 0.59 205 225 0
49. T1259TS264_1o 264 GuijunLab-Human 0.758 0.795 0.724 0.833 0.413 0.771 0.885 0.966 2.682 0.570 3 A3 C3 3 0.59 205 225 0
50. T1259TS312_1o 312 s GuijunLab-Assembly 0.758 0.795 0.724 0.833 0.413 0.771 0.885 0.966 2.682 0.570 3 A3 C3 3 0.59 205 225 0
51. T1259TS489_1o 489 Fernandez-Recio 0.757 0.715 0.804 0.866 0.439 0.749 0.873 0.449 2.739 0.600 3 A3 C3 3 0.22 253 225 0
52. T1259TS085_1o 085 Bates 0.744 0.716 0.773 0.817 0.460 0.749 0.866 0.965 2.840 0.585 3 A3 C3 3 0.26 243 225 0
53. T1259TS380_1o 380 mialab_prediction 0.739 0.785 0.698 0.854 0.490 0.873 0.855 0.968 1.739 0.683 3 A3 C3 3 0.05 200 225 0
54. T1259TS272_1o 272 GromihaLab 0.739 0.769 0.711 0.814 0.445 0.806 0.863 0.439 3.012 0.556 3 A3 C3 3 0.64 208 225 0
55. T1259TS468_1o 468 MIALAB_gong 0.738 0.795 0.689 0.826 0.488 0.874 0.850 0.451 1.735 0.680 3 A3 C3 3 0.04 195 225 1
56. T1259TS164_1o 164 McGuffin 0.732 0.749 0.716 0.841 0.465 0.800 0.855 0.958 2.774 0.563 3 A3 C3 3 0.10 215 225 0
57. T1259TS300_1o 300 s ARC 0.730 0.745 0.716 0.792 0.483 0.808 0.874 0.451 2.160 0.622 3 A3 C3 3 6.30 216 225 0
58. T1259TS114_1o 114 s COAST 0.730 0.745 0.716 0.792 0.483 0.808 0.874 0.451 2.160 0.622 3 A3 C3 3 6.30 216 225 0
59. T1259TS304_1o 304 s AF3-server 0.727 0.685 0.773 0.800 0.421 0.722 0.868 0.964 2.864 0.592 3 A3 C3 3 0.21 254 225 0
60. T1259TS163_1o 163 s MultiFOLD2 0.726 0.761 0.693 0.831 0.463 0.800 0.855 0.444 2.783 0.556 3 A3 C3 3 0.11 205 225 0
61. T1259TS122_1o 122 s MQA_server 0.714 0.707 0.720 0.820 0.436 0.721 0.864 0.442 2.975 0.556 3 A3 C3 3 0.20 229 225 0
62. T1259TS198_1o 198 s colabfold 0.712 0.727 0.698 0.789 0.437 0.755 0.844 0.443 2.980 0.558 3 A3 C3 3 0.20 216 225 0
63. T1259TS208_1o 208 s falcon2 0.702 0.631 0.791 0.761 0.422 0.719 0.887 0.972 2.697 0.603 3 A3 C3 3 0.23 282 225 0
64. T1259TS475_1o 475 s ptq 0.701 0.709 0.693 0.811 0.436 0.721 0.864 0.444 2.914 0.551 3 A3 C3 3 0.33 220 225 0
65. T1259TS301_1o 301 GHZ-MAN 0.701 0.709 0.693 0.811 0.436 0.721 0.864 0.444 2.914 0.551 3 A3 C3 3 0.33 220 225 0
66. T1259TS075_1o 075 s GHZ-ISM 0.701 0.709 0.693 0.811 0.436 0.721 0.864 0.444 2.914 0.551 3 A3 C3 3 0.33 220 225 0
67. T1259TS284_1o 284 s Unicorn 0.701 0.709 0.693 0.811 0.436 0.721 0.864 0.444 2.914 0.551 3 A3 C3 3 0.33 220 225 0
68. T1259TS262_1o 262 CoDock 0.680 0.621 0.751 0.789 0.425 0.730 0.833 0.963 2.828 0.579 3 A3 C3 3 0.64 272 225 0
69. T1259TS196_1o 196 HYU_MLLAB 0.679 0.701 0.658 0.825 0.475 0.821 0.824 0.441 2.180 0.642 3 A3 C3 3 0.11 211 225 0
70. T1259TS191_1o 191 Schneidman 0.679 0.696 0.662 0.891 0.429 0.798 0.804 0.963 2.273 0.597 3 A3 C3 3 5.92 214 225 101
71. T1259TS261_1o 261 UNRES 0.661 0.621 0.707 0.793 0.478 0.835 0.771 0.969 1.810 0.697 3 A3 C3 3 2.41 256 225 0
72. T1259TS117_1o 117 Vakser 0.659 0.555 0.813 0.799 0.432 0.702 0.792 0.450 2.977 0.592 3 A3 C3 3 0.68 330 225 0
73. T1259TS167_1o 167 OpenComplex 0.330 0.322 0.338 0.564 0.305 0.471 0.622 0.431 5.028 0.356 3 A3 C3 3 0.05 236 225 0
74. T1259TS450_1o 450 s OpenComplex_Server 0.208 0.270 0.169 0.590 0.247 0.438 0.626 0.417 5.454 0.238 3 A3 C3 3 0.08 141 225 0
75. T1259TS187_1o 187 Ayush 0.136 0.087 0.316 0.464 0.178 0.219 0.257 0.662 7.633 0.292 3 A3 C1 3 0.00 819 225 0
76. T1259TS040_1o 040 DELCLAB 0.028 0.039 0.022 0.302 0.061 0.084 0.669 0.469 16.139 0.043 3 A3 C1 3 0.00 127 225 0
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