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. H1223TS015_1 015 PEZYFoldings 0.874 0.841 0.909 0.853 0.861 0.922 0.910 0.982 1.098 0.864 3 A1B1C1 C1 3 0.00 189 175 0
2. H1223TS274_1 274 kozakovvajda 0.871 0.837 0.909 0.871 0.809 0.924 0.882 0.785 5.855 0.592 3 A1B1C1 C1 3 0.00 190 175 0
3. H1223TS494_1 494 ClusPro 0.866 0.828 0.909 0.851 0.896 0.927 0.884 0.749 7.463 0.554 3 A1B1C1 C1 3 0.00 192 175 0
4. H1223TS059_1 059 DeepFold 0.844 0.825 0.863 0.832 0.847 0.922 0.881 0.757 7.049 0.541 3 A1B1C1 C1 3 0.00 183 175 0
5. H1223TS388_1 388 s DeepFold-server 0.844 0.825 0.863 0.832 0.847 0.922 0.881 0.757 7.049 0.541 3 A1B1C1 C1 3 0.00 183 175 0
6. H1223TS139_1 139 DeepFold-refine 0.817 0.829 0.806 0.825 0.842 0.896 0.829 0.751 7.687 0.492 3 A1B1C1 C1 3 0.00 170 175 0
7. H1223TS272_1 272 GromihaLab 0.657 0.657 0.657 0.755 0.729 0.745 0.876 0.962 1.952 0.641 3 A1B1C1 C1 3 0.00 175 175 0
8. H1223TS079_1 079 s MRAFold 0.632 0.641 0.623 0.724 0.706 0.732 0.854 0.756 7.750 0.352 3 A1B1C1 C1 3 0.00 170 175 0
9. H1223TS293_1 293 MRAH 0.632 0.641 0.623 0.724 0.706 0.732 0.854 0.756 7.750 0.352 3 A1B1C1 C1 3 0.00 170 175 0
10. H1223TS145_1 145 s colabfold_baseline 0.615 0.614 0.617 0.747 0.639 0.657 0.851 0.762 7.894 0.343 3 A1B1C1 C1 3 0.00 176 175 0
11. H1223TS198_1 198 s colabfold 0.609 0.618 0.600 0.772 0.645 0.660 0.850 0.757 7.974 0.334 3 A1B1C1 C1 3 0.00 170 175 0
12. H1223TS264_1 264 GuijunLab-Human 0.607 0.656 0.566 0.676 0.655 0.678 0.843 0.776 6.789 0.347 3 A1B1C1 C1 3 0.00 151 175 0
13. H1223TS148_1 148 s Guijunlab-Complex 0.607 0.656 0.566 0.676 0.655 0.678 0.843 0.776 6.789 0.347 3 A1B1C1 C1 3 0.00 151 175 0
14. H1223TS311_1 311 RAGfold_Prot1 0.607 0.592 0.623 0.742 0.649 0.672 0.831 0.763 7.628 0.349 3 A1B1C1 C1 3 0.00 184 175 0
15. H1223TS312_1 312 s GuijunLab-Assembly 0.607 0.656 0.566 0.676 0.655 0.678 0.843 0.776 6.789 0.347 3 A1B1C1 C1 3 0.00 151 175 0
16. H1223TS267_1 267 s kiharalab_server 0.601 0.633 0.571 0.733 0.643 0.665 0.848 0.784 5.361 0.393 3 A1B1C1 C1 3 0.00 158 175 0
17. H1223TS419_1 419 CSSB-Human 0.596 0.616 0.577 0.713 0.685 0.702 0.857 0.953 2.844 0.587 3 A1B1C1 C1 3 0.00 164 175 0
18. H1223TS475_1 475 s ptq 0.595 0.627 0.566 0.687 0.591 0.604 0.862 0.942 5.035 0.544 3 A1B1C1 C1 3 0.00 158 175 0
19. H1223TS262_1 262 CoDock 0.594 0.594 0.594 0.727 0.597 0.662 0.831 0.832 4.604 0.449 3 A1B1C1 C1 3 0.00 175 175 0
20. H1223TS287_1 287 plmfold 0.593 0.617 0.571 0.673 0.591 0.604 0.863 0.946 4.354 0.565 3 A1B1C1 C1 3 0.00 162 175 0
21. H1223TS337_1 337 s APOLLO 0.592 0.651 0.543 0.647 0.644 0.648 0.825 0.840 12.607 0.415 3 A1B1C1 C2 2 2.85 146 175 0
22. H1223TS284_1 284 s Unicorn 0.588 0.606 0.571 0.758 0.666 0.682 0.843 0.759 7.601 0.330 3 A1B1C1 C1 3 0.00 165 175 0
23. H1223TS122_1 122 s MQA_server 0.586 0.594 0.577 0.715 0.612 0.628 0.845 0.761 6.324 0.376 3 A1B1C1 C1 3 0.00 170 175 0
24. H1223TS489_1 489 Fernandez-Recio 0.584 0.575 0.594 0.782 0.665 0.680 0.848 0.768 7.564 0.343 3 A1B1C1 C1 3 0.00 181 175 0
25. H1223TS163_1 163 s MultiFOLD2 0.582 0.600 0.566 0.736 0.596 0.608 0.844 0.752 7.722 0.325 3 A1B1C1 C1 3 0.00 165 175 0
26. H1223TS164_1 164 McGuffin 0.582 0.600 0.566 0.709 0.615 0.627 0.841 0.750 8.058 0.319 3 A1B1C1 C1 3 0.00 165 175 0
27. H1223TS300_1 300 s ARC 0.581 0.641 0.531 0.694 0.630 0.634 0.808 0.896 11.719 0.483 3 A1B1C1 C1 3 0.00 145 175 0
28. H1223TS322_1 322 XGroup 0.581 0.580 0.583 0.769 0.666 0.687 0.829 0.765 7.553 0.339 3 A1B1C1 C1 3 0.00 176 175 9
29. H1223TS219_1 219 s XGroup-server 0.581 0.580 0.583 0.769 0.666 0.687 0.829 0.765 7.553 0.339 3 A1B1C1 C1 3 0.00 176 175 9
30. H1223TS304_1 304 s AF3-server 0.579 0.580 0.577 0.660 0.559 0.584 0.861 0.941 3.980 0.556 3 A1B1C1 C1 3 0.00 174 175 0
31. H1223TS323_1 323 Yan 0.578 0.598 0.560 0.689 0.589 0.607 0.837 0.758 8.117 0.317 3 A1B1C1 C1 3 0.00 164 175 0
32. H1223TS369_1 369 Bhattacharya 0.576 0.599 0.554 0.704 0.625 0.637 0.864 0.946 3.904 0.561 3 A1B1C1 C1 3 0.00 162 175 0
33. H1223TS085_1 085 Bates 0.574 0.595 0.554 0.662 0.595 0.612 0.835 0.746 8.200 0.311 3 A1B1C1 C1 3 0.00 163 175 0
34. H1223TS208_1 208 s falcon2 0.574 0.595 0.554 0.669 0.578 0.589 0.865 0.950 4.087 0.556 3 A1B1C1 C1 3 0.00 163 175 0
35. H1223TS241_1 241 elofsson 0.573 0.575 0.571 0.690 0.589 0.601 0.863 0.935 4.412 0.544 3 A1B1C1 C1 3 0.00 174 175 0
36. H1223TS286_1 286 CSSB_experimental 0.572 0.591 0.554 0.718 0.648 0.663 0.827 0.743 8.549 0.305 3 A1B1C1 C1 3 0.00 164 175 0
37. H1223TS301_1 301 GHZ-MAN 0.572 0.579 0.566 0.724 0.594 0.607 0.869 0.948 4.324 0.558 3 A1B1C1 C1 3 0.00 171 175 0
38. H1223TS075_1 075 s GHZ-ISM 0.572 0.579 0.566 0.724 0.594 0.607 0.869 0.948 4.324 0.558 3 A1B1C1 C1 3 0.00 171 175 0
39. H1223TS023_1 023 FTBiot0119 0.571 0.588 0.554 0.689 0.582 0.595 0.863 0.941 4.419 0.537 3 A1B1C1 C1 3 0.00 165 175 0
40. H1223TS456_1 456 s Yang-Multimer 0.571 0.588 0.554 0.689 0.582 0.595 0.863 0.941 4.419 0.537 3 A1B1C1 C1 3 0.00 165 175 0
41. H1223TS204_1 204 Zou 0.571 0.601 0.543 0.702 0.608 0.621 0.860 0.941 3.997 0.541 3 A1B1C1 C1 3 0.00 158 175 0
42. H1223TS171_1 171 ChaePred 0.569 0.572 0.566 0.732 0.645 0.659 0.858 0.944 3.319 0.572 3 A1B1C1 C1 3 0.00 173 175 0
43. H1223TS375_1 375 s milliseconds 0.569 0.584 0.554 0.691 0.572 0.586 0.866 0.945 4.143 0.560 3 A1B1C1 C1 3 0.00 166 175 0
44. H1223TS031_1 031 MassiveFold 0.567 0.551 0.583 0.717 0.589 0.607 0.822 0.756 6.909 0.348 3 A1B1C1 C1 3 0.00 185 175 22
45. H1223TS393_1 393 GuijunLab-QA 0.564 0.574 0.554 0.764 0.645 0.666 0.823 0.938 3.437 0.556 3 A1B1C1 C1 3 0.00 169 175 0
46. H1223TS425_1 425 s MULTICOM_GATE 0.564 0.542 0.589 0.780 0.612 0.627 0.867 0.937 3.537 0.568 3 A1B1C1 C1 3 0.00 190 175 0
47. H1223TS380_1 380 mialab_prediction 0.563 0.556 0.571 0.725 0.584 0.595 0.843 0.754 7.798 0.327 3 A1B1C1 C1 3 0.00 180 175 0
48. H1223TS110_1 110 s MIEnsembles-Server 0.561 0.536 0.589 0.781 0.602 0.619 0.844 0.765 7.432 0.337 3 A1B1C1 C1 3 0.00 192 175 0
49. H1223TS052_1 052 s Yang-Server 0.561 0.567 0.554 0.697 0.588 0.600 0.862 0.938 4.118 0.545 3 A1B1C1 C1 3 0.00 171 175 0
50. H1223TS167_1 167 OpenComplex 0.561 0.556 0.566 0.675 0.659 0.676 0.753 0.838 4.987 0.461 3 A1B1C1 C1 3 0.00 178 175 0
51. H1223TS319_1 319 s MULTICOM_LLM 0.558 0.550 0.566 0.695 0.564 0.577 0.864 0.941 3.984 0.546 3 A1B1C1 C1 3 0.00 180 175 0
52. H1223TS051_1 051 MULTICOM 0.558 0.550 0.566 0.695 0.564 0.577 0.864 0.941 3.984 0.546 3 A1B1C1 C1 3 0.00 180 175 0
53. H1223TS423_1 423 s ShanghaiTech-server 0.558 0.540 0.577 0.752 0.608 0.626 0.809 0.740 8.364 0.317 3 A1B1C1 C1 3 0.00 187 175 31
54. H1223TS196_1 196 HYU_MLLAB 0.558 0.557 0.560 0.688 0.587 0.605 0.833 0.766 7.299 0.334 3 A1B1C1 C1 3 0.00 176 175 0
55. H1223TS117_1 117 Vakser 0.557 0.561 0.554 0.680 0.587 0.605 0.814 0.755 7.890 0.318 3 A1B1C1 C1 3 0.00 173 175 18
56. H1223TS221_1 221 CSSB_FAKER 0.556 0.541 0.571 0.768 0.618 0.642 0.816 0.788 6.402 0.358 3 A1B1C1 C1 3 0.00 185 175 0
57. H1223TS022_1 022 Yang 0.556 0.547 0.566 0.716 0.594 0.606 0.866 0.940 3.919 0.551 3 A1B1C1 C1 3 0.00 181 175 0
58. H1223TS040_1 040 DELCLAB 0.556 0.531 0.583 0.583 0.581 0.598 0.747 0.860 6.519 0.508 3 A1B1C1 C1 3 0.00 192 175 0
59. H1223TS294_1 294 KiharaLab 0.553 0.558 0.549 0.711 0.584 0.596 0.861 0.941 4.788 0.545 3 A1B1C1 C1 3 0.00 172 175 0
60. H1223TS468_1 468 MIALAB_gong 0.552 0.538 0.566 0.714 0.581 0.593 0.817 0.753 7.789 0.326 3 A1B1C1 C1 3 0.00 184 175 13
61. H1223TS397_1 397 smg_ulaval 0.551 0.532 0.571 0.721 0.573 0.597 0.836 0.749 7.254 0.331 3 A1B1C1 C1 3 0.00 188 175 0
62. H1223TS218_1 218 HIT-LinYang 0.550 0.545 0.554 0.745 0.577 0.603 0.780 0.940 3.787 0.555 3 A1B1C1 C1 3 0.00 178 175 62
63. H1223TS345_1 345 MULTICOM_human 0.549 0.529 0.571 0.779 0.617 0.632 0.847 0.763 7.549 0.329 3 A1B1C1 C1 3 0.00 189 175 0
64. H1223TS331_1 331 s MULTICOM_AI 0.549 0.529 0.571 0.779 0.617 0.632 0.847 0.763 7.549 0.329 3 A1B1C1 C1 3 0.00 189 175 0
65. H1223TS028_1 028 s NKRNA-s 0.548 0.560 0.537 0.727 0.575 0.590 0.837 0.789 7.056 0.335 3 A1B1C1 C1 3 0.00 168 175 0
66. H1223TS450_1 450 s OpenComplex_Server 0.547 0.515 0.583 0.696 0.632 0.646 0.752 0.892 3.198 0.509 3 A1B1C1 C1 3 0.00 198 175 0
67. H1223TS462_1 462 Zheng 0.547 0.521 0.577 0.779 0.609 0.621 0.848 0.764 7.565 0.331 3 A1B1C1 C1 3 0.00 194 175 0
68. H1223TS147_1 147 s Zheng-Multimer 0.547 0.521 0.577 0.779 0.609 0.621 0.848 0.764 7.565 0.331 3 A1B1C1 C1 3 0.00 194 175 0
69. H1223TS014_1 014 Cool-PSP 0.545 0.536 0.554 0.743 0.615 0.629 0.841 0.767 7.354 0.329 3 A1B1C1 C1 3 0.00 181 175 0
70. H1223TS091_1 091 Huang-HUST 0.542 0.521 0.566 0.684 0.576 0.592 0.852 0.939 3.912 0.554 3 A1B1C1 C1 3 0.00 190 175 0
71. H1223TS261_1 261 UNRES 0.536 0.541 0.531 0.728 0.590 0.662 0.768 0.894 3.626 0.484 3 A1B1C1 C1 3 0.00 172 175 0
72. H1223TS114_1 114 s COAST 0.528 0.525 0.531 0.578 0.544 0.550 0.788 0.908 11.897 0.504 3 A1B1C1 C1 3 0.00 177 175 0
73. H1223TS465_1 465 Wallner 0.480 0.470 0.491 0.675 0.556 0.560 0.811 0.898 4.186 0.462 3 A1B1C1 C1 3 0.00 183 175 0
74. H1223TS187_1 187 Ayush 0.329 0.326 0.331 0.585 0.497 0.516 0.489 0.737 8.159 0.242 3 A1B1C1 C1 3 0.00 178 175 6
75. H1223TS191_1 191 Schneidman 0.285 0.377 0.229 0.359 0.294 0.462 0.409 0.500 3.807 0.426 3 A1B1C1 C2 2 2.53 106 175 0
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