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. H1230TS450_1 450 s OpenComplex_Server 0.807 0.770 0.848 0.822 0.863 0.863 0.869 0.980 1.789 0.675 2 A1B1 C1 2 0.00 87 79 1
2. H1230TS468_1 468 MIALAB_gong 0.797 0.797 0.797 0.808 0.855 0.855 0.855 0.979 1.729 0.664 2 A1B1 C1 2 0.00 79 79 0
3. H1230TS322_1 322 XGroup 0.795 0.833 0.759 0.843 0.837 0.837 0.850 0.983 1.774 0.650 2 A1B1 C1 2 0.00 72 79 3
4. H1230TS380_1 380 mialab_prediction 0.787 0.778 0.797 0.781 0.854 0.854 0.852 0.979 1.732 0.664 2 A1B1 C1 2 0.00 81 79 0
5. H1230TS475_1 475 s ptq 0.785 0.762 0.810 0.822 0.846 0.846 0.867 0.975 2.060 0.624 2 A1B1 C1 2 0.00 84 79 1
6. H1230TS375_1 375 s milliseconds 0.767 0.710 0.835 0.741 0.840 0.840 0.854 0.973 2.140 0.632 2 A1B1 C1 2 0.00 93 79 2
7. H1230TS456_1 456 s Yang-Multimer 0.766 0.727 0.810 0.741 0.826 0.826 0.848 0.981 1.732 0.669 2 A1B1 C1 2 0.00 88 79 14
8. H1230TS022_1 022 Yang 0.766 0.727 0.810 0.766 0.884 0.884 0.866 0.979 1.788 0.671 2 A1B1 C1 2 0.00 88 79 0
9. H1230TS059_1 059 DeepFold 0.756 0.729 0.785 0.784 0.821 0.821 0.857 0.979 1.909 0.640 2 A1B1 C1 2 0.00 85 79 0
10. H1230TS287_1 287 plmfold 0.754 0.716 0.797 0.779 0.834 0.834 0.866 0.971 2.173 0.612 2 A1B1 C1 2 0.00 88 79 0
11. H1230TS075_1 075 s GHZ-ISM 0.750 0.708 0.797 0.779 0.835 0.835 0.860 0.973 1.963 0.638 2 A1B1 C1 2 0.00 89 79 0
12. H1230TS284_1 284 s Unicorn 0.750 0.708 0.797 0.779 0.835 0.835 0.860 0.973 1.963 0.638 2 A1B1 C1 2 0.00 89 79 0
13. H1230TS085_1 085 Bates 0.750 0.741 0.759 0.766 0.867 0.867 0.867 0.983 1.722 0.658 2 A1B1 C1 2 0.00 81 79 0
14. H1230TS122_1 122 s MQA_server 0.738 0.697 0.785 0.720 0.833 0.833 0.860 0.972 2.124 0.610 2 A1B1 C1 2 0.00 89 79 0
15. H1230TS208_1 208 s falcon2 0.727 0.698 0.759 0.750 0.854 0.854 0.866 0.980 1.752 0.657 2 A1B1 C1 2 0.00 86 79 0
16. H1230TS369_1 369 Bhattacharya 0.727 0.698 0.759 0.734 0.831 0.831 0.863 0.973 2.026 0.612 2 A1B1 C1 2 0.00 86 79 0
17. H1230TS191_1 191 Schneidman 0.725 0.674 0.785 0.714 0.820 0.822 0.858 0.968 2.092 0.612 2 A1B1 C1 2 0.00 92 79 1
18. H1230TS304_1 304 s AF3-server 0.722 0.644 0.823 0.756 0.798 0.798 0.854 0.962 2.504 0.584 2 A1B1 C1 2 0.00 101 79 3
19. H1230TS294_1 294 KiharaLab 0.719 0.682 0.759 0.738 0.822 0.822 0.864 0.970 2.095 0.600 2 A1B1 C1 2 0.00 88 79 1
20. H1230TS023_1 023 FTBiot0119 0.713 0.653 0.785 0.723 0.808 0.808 0.859 0.964 2.153 0.600 2 A1B1 C1 2 0.00 95 79 1
21. H1230TS494_1 494 ClusPro 0.707 0.682 0.734 0.744 0.832 0.832 0.840 0.976 2.013 0.611 2 A1B1 C1 2 0.00 85 79 0
22. H1230TS274_1 274 kozakovvajda 0.707 0.682 0.734 0.744 0.832 0.832 0.840 0.976 2.013 0.611 2 A1B1 C1 2 0.00 85 79 0
23. H1230TS397_1 397 smg_ulaval 0.699 0.667 0.734 0.722 0.792 0.792 0.859 0.965 2.209 0.571 2 A1B1 C1 2 0.00 87 79 0
24. H1230TS388_1 388 s DeepFold-server 0.697 0.726 0.671 0.688 0.783 0.783 0.850 0.978 1.872 0.604 2 A1B1 C1 2 0.00 73 79 0
25. H1230TS139_1 139 DeepFold-refine 0.519 0.654 0.430 0.583 0.702 0.702 0.817 0.972 2.092 0.495 2 A1B1 C1 2 0.00 52 79 0
26. H1230TS323_1 323 Yan 0.506 0.483 0.532 0.607 0.585 0.585 0.838 0.950 2.752 0.474 2 A1B1 C1 2 0.00 87 79 0
27. H1230TS393_1 393 GuijunLab-QA 0.472 0.424 0.532 0.515 0.547 0.547 0.846 0.948 2.758 0.452 2 A1B1 C1 2 0.00 99 79 0
28. H1230TS312_1 312 s GuijunLab-Assembly 0.472 0.424 0.532 0.515 0.547 0.547 0.846 0.948 2.758 0.452 2 A1B1 C1 2 0.00 99 79 0
29. H1230TS264_1 264 GuijunLab-Human 0.472 0.424 0.532 0.515 0.547 0.547 0.846 0.948 2.758 0.452 2 A1B1 C1 2 0.00 99 79 0
30. H1230TS148_1 148 s Guijunlab-Complex 0.472 0.424 0.532 0.515 0.547 0.547 0.846 0.948 2.758 0.452 2 A1B1 C1 2 0.00 99 79 0
31. H1230TS311_1 311 RAGfold_Prot1 0.463 0.418 0.519 0.531 0.560 0.560 0.842 0.951 2.696 0.448 2 A1B1 C1 2 0.00 98 79 0
32. H1230TS028_1 028 s NKRNA-s 0.459 0.404 0.532 0.525 0.544 0.544 0.844 0.943 2.797 0.435 2 A1B1 C1 2 0.00 104 79 0
33. H1230TS241_1 241 elofsson 0.449 0.404 0.506 0.520 0.537 0.537 0.851 0.936 3.135 0.398 2 A1B1 C1 2 0.00 99 79 1
34. H1230TS110_1 110 s MIEnsembles-Server 0.448 0.394 0.519 0.515 0.542 0.542 0.844 0.943 2.798 0.431 2 A1B1 C1 2 0.00 104 79 0
35. H1230TS462_1 462 Zheng 0.431 0.382 0.494 0.500 0.527 0.527 0.845 0.943 2.731 0.426 2 A1B1 C1 2 0.00 102 79 0
36. H1230TS147_1 147 s Zheng-Multimer 0.431 0.382 0.494 0.500 0.527 0.527 0.845 0.943 2.731 0.426 2 A1B1 C1 2 0.00 102 79 0
37. H1230TS164_1 164 McGuffin 0.422 0.402 0.443 0.479 0.529 0.529 0.847 0.943 2.668 0.402 2 A1B1 C1 2 0.00 87 79 0
38. H1230TS015_1 015 PEZYFoldings 0.422 0.376 0.481 0.485 0.510 0.510 0.845 0.949 2.824 0.428 2 A1B1 C1 2 0.00 101 79 0
39. H1230TS425_1 425 s MULTICOM_GATE 0.422 0.376 0.481 0.520 0.543 0.543 0.843 0.944 2.828 0.420 2 A1B1 C1 2 0.00 101 79 0
40. H1230TS051_1 051 MULTICOM 0.420 0.381 0.468 0.485 0.531 0.531 0.847 0.950 2.792 0.438 2 A1B1 C1 2 0.00 97 79 1
41. H1230TS319_1 319 s MULTICOM_LLM 0.420 0.381 0.468 0.485 0.531 0.531 0.847 0.950 2.792 0.438 2 A1B1 C1 2 0.00 97 79 1
42. H1230TS286_1 286 CSSB_experimental 0.417 0.393 0.443 0.500 0.521 0.521 0.827 0.948 2.605 0.431 2 A1B1 C1 2 0.00 89 79 0
43. H1230TS465_1 465 Wallner 0.416 0.374 0.468 0.510 0.538 0.538 0.843 0.945 2.818 0.423 2 A1B1 C1 2 0.00 99 79 0
44. H1230TS293_1 293 MRAH 0.416 0.374 0.468 0.490 0.535 0.535 0.840 0.944 2.860 0.414 2 A1B1 C1 2 0.00 99 79 0
45. H1230TS079_1 079 s MRAFold 0.416 0.374 0.468 0.490 0.535 0.535 0.840 0.944 2.860 0.414 2 A1B1 C1 2 0.00 99 79 0
46. H1230TS331_1 331 s MULTICOM_AI 0.413 0.370 0.468 0.505 0.532 0.532 0.841 0.942 2.992 0.403 2 A1B1 C1 2 0.00 100 79 0
47. H1230TS345_1 345 MULTICOM_human 0.413 0.370 0.468 0.505 0.532 0.532 0.841 0.942 2.992 0.403 2 A1B1 C1 2 0.00 100 79 0
48. H1230TS171_1 171 ChaePred 0.411 0.375 0.456 0.470 0.506 0.506 0.843 0.940 2.846 0.400 2 A1B1 C1 2 0.00 96 79 0
49. H1230TS145_1 145 s colabfold_baseline 0.411 0.375 0.456 0.470 0.506 0.506 0.843 0.940 2.846 0.400 2 A1B1 C1 2 0.00 96 79 0
50. H1230TS031_1 031 MassiveFold 0.409 0.355 0.481 0.505 0.534 0.534 0.826 0.944 2.694 0.429 2 A1B1 C1 2 0.00 107 79 14
51. H1230TS219_1 219 s XGroup-server 0.409 0.363 0.468 0.505 0.520 0.520 0.808 0.943 2.773 0.419 2 A1B1 C1 2 0.00 102 79 19
52. H1230TS052_1 052 s Yang-Server 0.407 0.367 0.456 0.515 0.543 0.543 0.848 0.939 2.965 0.396 2 A1B1 C1 2 0.00 98 79 0
53. H1230TS040_1 040 DELCLAB 0.407 0.359 0.468 0.471 0.543 0.543 0.798 0.941 2.894 0.421 2 A1B1 C1 2 0.00 103 79 0
54. H1230TS198_1 198 s colabfold 0.406 0.352 0.481 0.467 0.551 0.551 0.849 0.954 2.369 0.461 2 A1B1 C1 2 0.00 108 79 0
55. H1230TS423_1 423 s ShanghaiTech-server 0.404 0.356 0.468 0.466 0.524 0.524 0.826 0.943 2.738 0.420 2 A1B1 C1 2 0.00 104 79 9
56. H1230TS091_1 091 Huang-HUST 0.400 0.356 0.456 0.531 0.520 0.520 0.832 0.939 2.934 0.398 2 A1B1 C1 2 0.00 101 79 0
57. H1230TS267_1 267 s kiharalab_server 0.393 0.362 0.430 0.495 0.526 0.526 0.838 0.940 2.871 0.390 2 A1B1 C1 2 0.00 94 79 0
58. H1230TS196_1 196 HYU_MLLAB 0.391 0.350 0.443 0.500 0.537 0.537 0.843 0.941 2.816 0.404 2 A1B1 C1 2 0.00 100 79 0
59. H1230TS163_1 163 s MultiFOLD2 0.377 0.344 0.418 0.461 0.541 0.541 0.847 0.947 2.565 0.411 2 A1B1 C1 2 0.00 96 79 0
60. H1230TS301_1 301 GHZ-MAN 0.374 0.348 0.405 0.480 0.506 0.506 0.840 0.932 3.053 0.361 2 A1B1 C1 2 0.00 92 79 0
61. H1230TS117_1 117 Vakser 0.371 0.298 0.494 0.514 0.494 0.494 0.720 0.911 3.429 0.415 2 A1B1 C1 2 0.00 131 79 0
62. H1230TS014_1 014 Cool-PSP 0.358 0.320 0.405 0.480 0.480 0.480 0.837 0.913 3.521 0.319 2 A1B1 C1 2 0.00 100 79 0
63. H1230TS489_1 489 Fernandez-Recio 0.356 0.326 0.392 0.475 0.551 0.551 0.844 0.939 2.997 0.373 2 A1B1 C1 2 0.00 95 79 0
64. H1230TS221_1 221 CSSB_FAKER 0.308 0.289 0.329 0.440 0.457 0.457 0.826 0.943 2.978 0.369 2 A1B1 C1 2 0.00 90 79 0
65. H1230TS261_1 261 UNRES 0.307 0.252 0.392 0.416 0.404 0.404 0.809 0.926 3.374 0.351 2 A1B1 C1 2 0.00 123 79 0
66. H1230TS419_1 419 CSSB-Human 0.286 0.280 0.291 0.443 0.512 0.512 0.828 0.947 2.577 0.385 2 A1B1 C1 2 0.00 82 79 0
67. H1230TS187_1 187 Ayush 0.205 0.186 0.228 0.368 0.346 0.346 0.402 0.856 4.448 0.282 2 A1B1 C1 2 0.00 97 79 2
68. H1230TS337_1 337 s APOLLO 0.000 0.000 0.000 0.092 0.000 0.000 0.782 0.763 29.131 0.004 2 A1B1 C1 2 0.00 30 79 0
69. H1230TS262_1 262 CoDock 0.000 0.000 0.000 0.115 0.000 0.000 0.796 0.771 19.707 0.008 2 A1B1 C1 2 0.00 68 79 0
70. H1230TS300_1 300 s ARC 0.000 0.000 0.000 0.042 0.000 0.000 0.757 0.761 29.095 0.004 2 A1B1 C1 2 0.00 8 79 0
71. H1230TS167_1 167 OpenComplex 0.000 0.000 0.000 0.000 0.000 0.000 0.686 0.749 25.430 0.004 2 A1B1 C1 2 0.00 2 79 0
72. H1230TS290_1 290 Pierce 0.000 0.000 0.000 0.124 0.000 0.000 0.824 0.770 19.569 0.008 2 A1B1 C1 2 0.00 70 79 0
73. H1230TS272_1 272 GromihaLab 0.000 0.000 0.000 0.102 0.000 0.000 0.640 0.728 19.881 0.009 2 A1B1 C1 2 0.00 109 79 45
74. H1230TS114_1 114 s COAST 0.000 0.000 0.000 0.029 0.000 0.000 0.761 0.761 29.350 0.004 2 A1B1 C1 2 0.00 5 79 0
75. H1230TS204_1 204 Zou 0.000 0.000 0.000 0.121 0.000 0.000 0.762 0.743 20.418 0.008 2 A1B1 C1 2 0.00 49 79 0
76. H1230TS298_1 298 ShanghaiTech-human 0.000 0.000 0.000 0.114 0.000 0.000 0.819 0.770 19.594 0.008 2 A1B1 C1 2 0.00 60 79 0
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