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. H1225TS286_1 286 CSSB_experimental 0.625 0.759 0.532 0.674 0.540 0.604 0.814 0.839 5.758 0.407 3 A1B1C1 C1 3 0.00 133 190 0
2. H1225TS163_1 163 s MultiFOLD2 0.623 0.754 0.532 0.657 0.494 0.611 0.852 0.921 4.733 0.485 3 A1B1C1 C2 2 2.79 134 190 0
3. H1225TS300_1 300 s ARC 0.619 0.752 0.526 0.601 0.542 0.585 0.789 0.885 9.440 0.442 3 A1B1C1 C2 2 2.30 133 190 0
4. H1225TS337_1 337 s APOLLO 0.618 0.772 0.516 0.636 0.552 0.607 0.812 0.904 11.113 0.463 3 A1B1C1 C2 2 2.95 127 190 0
5. H1225TS110_1 110 s MIEnsembles-Server 0.615 0.649 0.584 0.754 0.543 0.636 0.845 0.826 4.617 0.443 3 A1B1C1 C1 3 0.00 171 190 0
6. H1225TS171_1 171 ChaePred 0.609 0.629 0.589 0.775 0.560 0.622 0.852 0.912 3.657 0.507 3 A1B1C1 C2 2 2.96 178 190 0
7. H1225TS114_1 114 s COAST 0.606 0.756 0.505 0.636 0.571 0.607 0.776 0.866 8.439 0.415 3 A1B1C1 C2 2 2.78 127 190 0
8. H1225TS274_1 274 kozakovvajda 0.605 0.731 0.516 0.710 0.524 0.633 0.837 0.924 3.115 0.510 3 A1B1C1 C2 2 2.82 134 190 0
9. H1225TS494_1 494 ClusPro 0.605 0.731 0.516 0.710 0.524 0.633 0.837 0.924 3.115 0.510 3 A1B1C1 C2 2 2.82 134 190 0
10. H1225TS218_1 218 HIT-LinYang 0.599 0.621 0.579 0.779 0.529 0.575 0.765 0.922 3.782 0.498 3 A1B1C1 C1 3 0.00 177 190 67
11. H1225TS196_1 196 HYU_MLLAB 0.598 0.675 0.537 0.732 0.520 0.594 0.828 0.930 4.067 0.496 3 A1B1C1 C1 3 0.00 151 190 13
12. H1225TS419_1 419 CSSB-Human 0.596 0.697 0.521 0.745 0.473 0.578 0.836 0.852 4.914 0.416 3 A1B1C1 C1 3 0.00 142 190 0
13. H1225TS091_1 091 Huang-HUST 0.595 0.660 0.542 0.715 0.515 0.589 0.840 0.929 4.058 0.495 3 A1B1C1 C2 2 2.90 156 190 0
14. H1225TS311_1 311 RAGfold_Prot1 0.594 0.673 0.532 0.755 0.498 0.576 0.839 0.901 4.432 0.460 3 A1B1C1 C1 3 0.00 150 190 0
15. H1225TS323_1 323 Yan 0.590 0.648 0.542 0.750 0.497 0.558 0.848 0.922 4.504 0.491 3 A1B1C1 C2 2 2.88 159 190 0
16. H1225TS145_1 145 s colabfold_baseline 0.587 0.640 0.542 0.734 0.501 0.579 0.829 0.851 4.509 0.432 3 A1B1C1 C1 3 0.00 161 190 0
17. H1225TS397_1 397 smg_ulaval 0.586 0.630 0.547 0.736 0.511 0.570 0.853 0.933 4.055 0.497 3 A1B1C1 C2 2 2.67 165 190 0
18. H1225TS294_1 294 KiharaLab 0.583 0.618 0.553 0.728 0.494 0.533 0.858 0.879 4.528 0.447 3 A1B1C1 C1 3 0.00 170 190 0
19. H1225TS456_1 456 s Yang-Multimer 0.578 0.626 0.537 0.717 0.522 0.561 0.860 0.922 4.195 0.501 3 A1B1C1 C2 2 2.79 163 190 0
20. H1225TS241_1 241 elofsson 0.575 0.605 0.547 0.755 0.525 0.563 0.857 0.858 4.457 0.445 3 A1B1C1 C1 3 0.00 172 190 0
21. H1225TS052_1 052 s Yang-Server 0.575 0.627 0.532 0.766 0.481 0.554 0.846 0.832 5.113 0.402 3 A1B1C1 C1 3 0.00 161 190 0
22. H1225TS023_1 023 FTBiot0119 0.571 0.611 0.537 0.740 0.514 0.560 0.861 0.926 3.509 0.513 3 A1B1C1 C2 2 2.63 167 190 0
23. H1225TS284_1 284 s Unicorn 0.571 0.625 0.526 0.743 0.514 0.559 0.845 0.856 4.290 0.427 3 A1B1C1 C1 3 0.00 160 190 0
24. H1225TS221_1 221 CSSB_FAKER 0.571 0.625 0.526 0.757 0.500 0.577 0.806 0.868 4.645 0.429 3 A1B1C1 C2 2 3.24 160 190 0
25. H1225TS085_1 085 Bates 0.571 0.625 0.526 0.715 0.513 0.581 0.849 0.929 4.107 0.486 3 A1B1C1 C2 2 2.88 160 190 0
26. H1225TS208_1 208 s falcon2 0.569 0.627 0.521 0.715 0.509 0.549 0.857 0.919 3.652 0.488 3 A1B1C1 C2 2 2.79 158 190 0
27. H1225TS369_1 369 Bhattacharya 0.568 0.591 0.547 0.738 0.511 0.558 0.859 0.922 3.888 0.504 3 A1B1C1 C2 2 2.88 176 190 0
28. H1225TS122_1 122 s MQA_server 0.564 0.630 0.511 0.701 0.512 0.548 0.857 0.920 4.469 0.477 3 A1B1C1 C1 3 0.00 154 190 0
29. H1225TS304_1 304 s AF3-server 0.564 0.615 0.521 0.736 0.513 0.555 0.859 0.915 4.026 0.487 3 A1B1C1 C2 2 2.78 161 190 0
30. H1225TS322_1 322 XGroup 0.563 0.606 0.526 0.709 0.521 0.557 0.820 0.880 4.507 0.455 3 A1B1C1 C1 3 0.00 165 190 28
31. H1225TS079_1 079 s MRAFold 0.563 0.585 0.542 0.741 0.509 0.553 0.846 0.828 4.640 0.415 3 A1B1C1 C1 3 0.00 176 190 0
32. H1225TS219_1 219 s XGroup-server 0.563 0.606 0.526 0.709 0.521 0.557 0.820 0.880 4.507 0.455 3 A1B1C1 C1 3 0.00 165 190 28
33. H1225TS293_1 293 MRAH 0.563 0.585 0.542 0.741 0.509 0.553 0.846 0.828 4.640 0.415 3 A1B1C1 C1 3 0.00 176 190 0
34. H1225TS267_1 267 s kiharalab_server 0.562 0.590 0.537 0.728 0.500 0.549 0.846 0.857 4.290 0.431 3 A1B1C1 C1 3 0.00 173 190 0
35. H1225TS147_1 147 s Zheng-Multimer 0.562 0.590 0.537 0.716 0.504 0.550 0.844 0.820 4.719 0.409 3 A1B1C1 C1 3 0.00 173 190 0
36. H1225TS489_1 489 Fernandez-Recio 0.562 0.602 0.526 0.722 0.497 0.557 0.847 0.927 4.039 0.488 3 A1B1C1 C2 2 2.85 166 190 0
37. H1225TS462_1 462 Zheng 0.562 0.590 0.537 0.716 0.504 0.550 0.844 0.820 4.719 0.409 3 A1B1C1 C1 3 0.00 173 190 0
38. H1225TS425_1 425 s MULTICOM_GATE 0.561 0.594 0.532 0.726 0.505 0.550 0.848 0.857 4.242 0.431 3 A1B1C1 C1 3 0.00 170 190 0
39. H1225TS287_1 287 plmfold 0.560 0.599 0.526 0.747 0.512 0.551 0.859 0.886 4.198 0.458 3 A1B1C1 C1 3 0.00 167 190 0
40. H1225TS075_1 075 s GHZ-ISM 0.559 0.604 0.521 0.680 0.495 0.533 0.859 0.896 4.895 0.461 3 A1B1C1 C2 2 3.10 164 190 0
41. H1225TS301_1 301 GHZ-MAN 0.559 0.604 0.521 0.680 0.495 0.533 0.859 0.896 4.895 0.461 3 A1B1C1 C2 2 3.10 164 190 0
42. H1225TS475_1 475 s ptq 0.559 0.583 0.537 0.743 0.527 0.565 0.865 0.904 3.876 0.489 3 A1B1C1 C2 2 3.09 175 190 0
43. H1225TS148_1 148 s Guijunlab-Complex 0.556 0.610 0.511 0.687 0.507 0.546 0.855 0.920 4.583 0.482 3 A1B1C1 C2 2 2.61 159 190 0
44. H1225TS393_1 393 GuijunLab-QA 0.556 0.610 0.511 0.687 0.507 0.546 0.855 0.920 4.583 0.482 3 A1B1C1 C2 2 2.61 159 190 0
45. H1225TS465_1 465 Wallner 0.556 0.588 0.526 0.693 0.473 0.522 0.844 0.889 4.212 0.443 3 A1B1C1 C1 3 0.00 170 190 0
46. H1225TS375_1 375 s milliseconds 0.556 0.584 0.532 0.705 0.518 0.558 0.856 0.919 3.980 0.493 3 A1B1C1 C1 3 0.00 173 190 0
47. H1225TS423_1 423 s ShanghaiTech-server 0.556 0.576 0.537 0.769 0.517 0.561 0.848 0.927 3.835 0.502 3 A1B1C1 C2 2 2.85 177 190 8
48. H1225TS312_1 312 s GuijunLab-Assembly 0.556 0.610 0.511 0.687 0.507 0.546 0.855 0.920 4.583 0.482 3 A1B1C1 C2 2 2.61 159 190 0
49. H1225TS298_1 298 ShanghaiTech-human 0.556 0.559 0.553 0.747 0.504 0.548 0.845 0.923 3.813 0.508 3 A1B1C1 C2 2 2.75 188 190 10
50. H1225TS264_1 264 GuijunLab-Human 0.556 0.610 0.511 0.687 0.507 0.546 0.855 0.920 4.583 0.482 3 A1B1C1 C2 2 2.61 159 190 0
51. H1225TS015_1 015 PEZYFoldings 0.556 0.588 0.526 0.707 0.494 0.551 0.825 0.834 4.448 0.426 3 A1B1C1 C1 3 0.00 170 190 0
52. H1225TS164_1 164 McGuffin 0.556 0.596 0.521 0.726 0.505 0.557 0.858 0.915 3.769 0.492 3 A1B1C1 C2 2 2.81 166 190 0
53. H1225TS051_1 051 MULTICOM 0.555 0.601 0.516 0.726 0.512 0.552 0.857 0.923 3.625 0.495 3 A1B1C1 C2 2 2.72 163 190 0
54. H1225TS198_1 198 s colabfold 0.555 0.569 0.542 0.760 0.514 0.556 0.847 0.856 4.352 0.432 3 A1B1C1 C1 3 0.00 181 190 0
55. H1225TS345_1 345 MULTICOM_human 0.555 0.601 0.516 0.726 0.512 0.552 0.857 0.923 3.625 0.495 3 A1B1C1 C2 2 2.72 163 190 0
56. H1225TS380_1 380 mialab_prediction 0.553 0.577 0.532 0.728 0.501 0.544 0.850 0.919 3.818 0.491 3 A1B1C1 C2 2 2.81 175 190 0
57. H1225TS040_1 040 DELCLAB 0.553 0.559 0.547 0.755 0.521 0.564 0.744 0.866 4.342 0.472 3 A1B1C1 C2 2 2.68 186 190 0
58. H1225TS031_1 031 MassiveFold 0.553 0.577 0.532 0.721 0.506 0.560 0.818 0.887 4.070 0.467 3 A1B1C1 C2 2 2.83 175 190 36
59. H1225TS014_1 014 Cool-PSP 0.552 0.586 0.521 0.721 0.506 0.554 0.842 0.822 4.664 0.406 3 A1B1C1 C1 3 0.00 169 190 0
60. H1225TS028_1 028 s NKRNA-s 0.551 0.560 0.542 0.738 0.505 0.571 0.849 0.880 4.169 0.463 3 A1B1C1 C2 2 3.27 184 190 0
61. H1225TS450_1 450 s OpenComplex_Server 0.551 0.730 0.442 0.559 0.509 0.561 0.777 0.830 6.674 0.359 3 A1B1C1 C1 3 0.00 115 190 0
62. H1225TS204_1 204 Zou 0.548 0.579 0.521 0.716 0.510 0.551 0.849 0.871 4.341 0.444 3 A1B1C1 C1 3 0.00 171 190 0
63. H1225TS388_1 388 s DeepFold-server 0.546 0.580 0.516 0.743 0.527 0.569 0.835 0.864 4.134 0.444 3 A1B1C1 C1 3 0.00 169 190 0
64. H1225TS059_1 059 DeepFold 0.546 0.580 0.516 0.743 0.527 0.569 0.835 0.864 4.134 0.444 3 A1B1C1 C1 3 0.00 169 190 0
65. H1225TS468_1 468 MIALAB_gong 0.545 0.565 0.526 0.740 0.500 0.543 0.828 0.920 3.793 0.492 3 A1B1C1 C2 2 2.78 177 190 14
66. H1225TS117_1 117 Vakser 0.542 0.552 0.532 0.733 0.468 0.524 0.816 0.922 4.278 0.487 3 A1B1C1 C2 2 2.74 183 190 45
67. H1225TS262_1 262 CoDock 0.540 0.543 0.537 0.724 0.502 0.548 0.821 0.869 4.278 0.447 3 A1B1C1 C1 3 0.00 188 190 0
68. H1225TS319_1 319 s MULTICOM_LLM 0.539 0.578 0.505 0.714 0.487 0.526 0.855 0.891 4.543 0.450 3 A1B1C1 C2 2 2.97 166 190 0
69. H1225TS331_1 331 s MULTICOM_AI 0.539 0.578 0.505 0.714 0.487 0.526 0.855 0.891 4.543 0.450 3 A1B1C1 C2 2 2.97 166 190 0
70. H1225TS290_1 290 Pierce 0.533 0.594 0.484 0.667 0.512 0.554 0.823 0.879 4.843 0.431 3 A1B1C1 C1 3 0.00 155 190 0
71. H1225TS272_1 272 GromihaLab 0.530 0.510 0.553 0.684 0.390 0.445 0.843 0.918 4.941 0.495 3 A1B1C1 C1 3 0.00 206 190 23
72. H1225TS167_1 167 OpenComplex 0.524 0.502 0.547 0.734 0.532 0.595 0.751 0.784 5.492 0.390 3 A1B1C1 C1 3 0.00 207 190 0
73. H1225TS139_1 139 DeepFold-refine 0.507 0.561 0.463 0.739 0.512 0.567 0.777 0.818 4.707 0.381 3 A1B1C1 C1 3 0.00 157 190 0
74. H1225TS261_1 261 UNRES 0.384 0.394 0.374 0.684 0.401 0.442 0.737 0.830 5.105 0.321 3 A1B1C1 C1 3 0.00 180 190 0
75. H1225TS187_1 187 Ayush 0.343 0.392 0.305 0.565 0.412 0.477 0.487 0.811 5.076 0.326 3 A1B1C1 C1 3 0.00 148 190 3
76. H1225TS191_1 191 Schneidman 0.298 0.434 0.226 0.370 0.266 0.414 0.432 0.498 4.861 0.387 3 A1B1C1 C2 2 2.66 99 190 0
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