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. T1294v2TS147_1o 147 s Zheng-Multimer 0.875 0.842 0.911 0.911 0.947 0.947 0.918 0.989 0.874 0.909 2 A2 C2 2 0.20 146 135 0
2. T1294v1TS304_1o 304 s AF3-server 0.861 0.829 0.896 0.892 0.954 0.954 0.924 0.990 0.823 0.919 2 A2 C2 2 0.22 146 135 0
3. T1294v1TS110_1o 110 s MIEnsembles-Server 0.858 0.843 0.874 0.874 0.935 0.935 0.917 0.992 0.681 0.881 2 A2 C2 2 0.09 140 135 0
4. T1294v1TS319_1o 319 s MULTICOM_LLM 0.857 0.809 0.911 0.893 0.955 0.955 0.941 0.995 0.501 0.925 2 A2 C2 2 0.12 152 135 0
5. T1294v1TS051_1o 051 MULTICOM 0.857 0.809 0.911 0.893 0.955 0.955 0.941 0.995 0.501 0.925 2 A2 C2 2 0.12 152 135 0
6. T1294v1TS164_1o 164 McGuffin 0.856 0.876 0.837 0.890 0.935 0.935 0.904 0.989 0.775 0.856 2 A2 C2 2 0.03 129 135 0
7. T1294v2TS369_1o 369 Bhattacharya 0.855 0.818 0.896 0.893 0.954 0.954 0.920 0.990 0.837 0.912 2 A2 C2 2 0.02 148 135 0
8. T1294v1TS369_1o 369 Bhattacharya 0.855 0.818 0.896 0.893 0.954 0.954 0.920 0.990 0.837 0.912 2 A2 C2 2 0.02 148 135 0
9. T1294v1TS091_1o 091 Huang-HUST 0.852 0.852 0.852 0.853 0.937 0.937 0.912 0.989 0.797 0.854 2 A2 C2 2 0.03 135 135 0
10. T1294v1TS465_1o 465 Wallner 0.851 0.836 0.867 0.875 0.936 0.936 0.918 0.991 0.715 0.876 2 A2 C2 2 0.20 140 135 0
11. T1294v1TS267_1o 267 s kiharalab_server 0.850 0.841 0.859 0.890 0.940 0.940 0.918 0.992 0.650 0.881 2 A2 C2 2 0.03 138 135 0
12. T1294v1TS262_1o 262 CoDock 0.850 0.803 0.904 0.894 0.942 0.942 0.883 0.985 0.982 0.885 2 A2 C2 2 0.01 152 135 0
13. T1294v1TS031_1o 031 MassiveFold 0.848 0.851 0.844 0.852 0.938 0.938 0.913 0.988 0.816 0.850 2 A2 C2 2 0.05 134 135 0
14. T1294v2TS163_1o 163 s MultiFOLD2 0.848 0.868 0.830 0.890 0.935 0.935 0.903 0.989 0.791 0.850 2 A2 C2 2 0.02 129 135 0
15. T1294v2TS345_1o 345 MULTICOM_human 0.848 0.868 0.830 0.888 0.940 0.940 0.904 0.985 0.988 0.862 2 A2 C2 2 0.02 129 135 0
16. T1294v1TS163_1o 163 s MultiFOLD2 0.848 0.868 0.830 0.890 0.935 0.935 0.903 0.989 0.791 0.850 2 A2 C2 2 0.02 129 135 0
17. T1294v1TS208_1o 208 s falcon2 0.847 0.797 0.904 0.893 0.955 0.955 0.920 0.990 0.822 0.918 2 A2 C2 2 0.14 153 135 0
18. T1294v1TS345_1o 345 MULTICOM_human 0.847 0.835 0.859 0.865 0.938 0.938 0.916 0.989 0.786 0.861 2 A2 C2 2 0.06 139 135 0
19. T1294v1TS331_1o 331 s MULTICOM_AI 0.847 0.835 0.859 0.865 0.938 0.938 0.916 0.989 0.786 0.861 2 A2 C2 2 0.06 139 135 0
20. T1294v2TS267_1o 267 s kiharalab_server 0.844 0.829 0.859 0.889 0.939 0.939 0.919 0.992 0.663 0.880 2 A2 C2 2 0.05 140 135 0
21. T1294v1TS456_1o 456 s Yang-Multimer 0.844 0.829 0.859 0.866 0.939 0.939 0.919 0.991 0.722 0.870 2 A2 C2 2 0.03 140 135 0
22. T1294v1TS022_1o 022 Yang 0.844 0.829 0.859 0.866 0.939 0.939 0.919 0.991 0.722 0.870 2 A2 C2 2 0.03 140 135 0
23. T1294v1TS294_1o 294 KiharaLab 0.844 0.829 0.859 0.889 0.939 0.939 0.919 0.992 0.663 0.880 2 A2 C2 2 0.05 140 135 0
24. T1294v1TS322_1o 322 XGroup 0.844 0.844 0.844 0.873 0.938 0.938 0.912 0.991 0.706 0.867 2 A2 C2 2 0.05 135 135 0
25. T1294v1TS052_1o 052 s Yang-Server 0.844 0.829 0.859 0.866 0.939 0.939 0.919 0.991 0.722 0.870 2 A2 C2 2 0.03 140 135 0
26. T1294v1TS423_1o 423 s ShanghaiTech-server 0.843 0.921 0.778 0.857 0.937 0.937 0.915 0.988 0.826 0.830 2 A2 C2 2 0.02 114 135 0
27. T1294v1TS298_1o 298 ShanghaiTech-human 0.843 0.921 0.778 0.857 0.937 0.937 0.915 0.988 0.826 0.830 2 A2 C2 2 0.02 114 135 0
28. T1294v1TS425_1o 425 s MULTICOM_GATE 0.842 0.833 0.852 0.864 0.937 0.937 0.915 0.989 0.802 0.854 2 A2 C2 2 0.03 138 135 0
29. T1294v1TS301_1o 301 GHZ-MAN 0.842 0.855 0.830 0.873 0.942 0.942 0.899 0.985 1.013 0.856 2 A2 C2 2 0.08 131 135 0
30. T1294v1TS075_1o 075 s GHZ-ISM 0.842 0.855 0.830 0.873 0.942 0.942 0.899 0.985 1.013 0.856 2 A2 C2 2 0.08 131 135 0
31. T1294v1TS028_1o 028 s NKRNA-s 0.842 0.818 0.867 0.874 0.936 0.936 0.915 0.989 0.805 0.861 2 A2 C2 2 0.03 143 135 0
32. T1294v1TS284_1o 284 s Unicorn 0.842 0.855 0.830 0.873 0.942 0.942 0.899 0.985 1.013 0.856 2 A2 C2 2 0.08 131 135 0
33. T1294v1TS475_1o 475 s ptq 0.842 0.855 0.830 0.873 0.942 0.942 0.899 0.985 1.013 0.856 2 A2 C2 2 0.08 131 135 0
34. T1294v1TS122_1o 122 s MQA_server 0.842 0.855 0.830 0.873 0.942 0.942 0.899 0.985 1.013 0.856 2 A2 C2 2 0.08 131 135 0
35. T1294v2TS293_1o 293 MRAH 0.841 0.838 0.844 0.855 0.936 0.936 0.914 0.989 0.803 0.851 2 A2 C2 2 0.05 136 135 0
36. T1294v1TS079_1o 079 s MRAFold 0.841 0.838 0.844 0.855 0.936 0.936 0.914 0.989 0.803 0.851 2 A2 C2 2 0.05 136 135 0
37. T1294v2TS079_1o 079 s MRAFold 0.841 0.838 0.844 0.855 0.936 0.936 0.914 0.989 0.803 0.851 2 A2 C2 2 0.05 136 135 0
38. T1294v1TS293_1o 293 MRAH 0.841 0.838 0.844 0.855 0.936 0.936 0.914 0.989 0.803 0.851 2 A2 C2 2 0.05 136 135 0
39. T1294v2TS148_1o 148 s Guijunlab-Complex 0.841 0.823 0.859 0.892 0.940 0.940 0.907 0.987 0.952 0.880 2 A2 C2 2 0.13 141 135 0
40. T1294v2TS312_1o 312 s GuijunLab-Assembly 0.841 0.823 0.859 0.892 0.940 0.940 0.907 0.987 0.952 0.880 2 A2 C2 2 0.13 141 135 0
41. T1294v1TS286_1o 286 CSSB_experimental 0.840 0.866 0.815 0.850 0.933 0.933 0.905 0.991 0.720 0.857 2 A2 C2 2 0.28 127 135 0
42. T1294v2TS110_1o 110 s MIEnsembles-Server 0.840 0.843 0.837 0.872 0.940 0.940 0.905 0.985 0.975 0.862 2 A2 C2 2 0.06 134 135 0
43. T1294v1TS462_1o 462 Zheng 0.839 0.827 0.852 0.856 0.936 0.936 0.913 0.988 0.809 0.853 2 A2 C2 2 0.04 139 135 0
44. T1294v1TS287_1o 287 plmfold 0.839 0.848 0.830 0.889 0.939 0.939 0.905 0.985 0.999 0.861 2 A2 C2 2 0.17 132 135 0
45. T1294v1TS147_1o 147 s Zheng-Multimer 0.839 0.827 0.852 0.856 0.936 0.936 0.913 0.988 0.809 0.853 2 A2 C2 2 0.04 139 135 0
46. T1294v2TS423_1o 423 s ShanghaiTech-server 0.839 0.920 0.770 0.848 0.937 0.937 0.915 0.988 0.841 0.825 2 A2 C2 2 0.01 113 135 0
47. T1294v2TS298_1o 298 ShanghaiTech-human 0.839 0.920 0.770 0.848 0.937 0.937 0.915 0.988 0.841 0.825 2 A2 C2 2 0.01 113 135 0
48. T1294v2TS287_1o 287 plmfold 0.836 0.842 0.830 0.870 0.942 0.942 0.903 0.985 0.982 0.856 2 A2 C2 2 0.12 133 135 0
49. T1294v2TS051_1o 051 MULTICOM 0.835 0.847 0.822 0.845 0.939 0.939 0.905 0.984 1.035 0.845 2 A2 C2 2 0.03 131 135 0
50. T1294v2TS462_1o 462 Zheng 0.835 0.811 0.859 0.857 0.940 0.940 0.910 0.988 0.875 0.889 2 A2 C2 2 0.04 143 135 0
51. T1294v2TS164_1o 164 McGuffin 0.834 0.831 0.837 0.872 0.937 0.937 0.903 0.987 0.912 0.869 2 A2 C2 2 0.03 136 135 0
52. T1294v2TS241_1o 241 elofsson 0.833 0.836 0.830 0.872 0.938 0.938 0.904 0.986 0.955 0.869 2 A2 C2 2 0.08 134 135 0
53. T1294v2TS393_1o 393 GuijunLab-QA 0.832 0.858 0.807 0.852 0.943 0.943 0.904 0.986 0.975 0.846 2 A2 C2 2 0.06 127 135 0
54. T1294v1TS393_1o 393 GuijunLab-QA 0.832 0.858 0.807 0.852 0.943 0.943 0.904 0.986 0.975 0.846 2 A2 C2 2 0.06 127 135 0
55. T1294v1TS264_1o 264 GuijunLab-Human 0.832 0.858 0.807 0.852 0.943 0.943 0.904 0.986 0.975 0.846 2 A2 C2 2 0.06 127 135 0
56. T1294v1TS014_1o 014 Cool-PSP 0.832 0.820 0.844 0.866 0.925 0.925 0.897 0.988 0.835 0.849 2 A2 C2 2 0.14 139 135 0
57. T1294v2TS264_1o 264 GuijunLab-Human 0.832 0.858 0.807 0.852 0.943 0.943 0.904 0.986 0.975 0.846 2 A2 C2 2 0.06 127 135 0
58. T1294v1TS148_1o 148 s Guijunlab-Complex 0.832 0.858 0.807 0.852 0.943 0.943 0.904 0.986 0.975 0.846 2 A2 C2 2 0.06 127 135 0
59. T1294v1TS312_1o 312 s GuijunLab-Assembly 0.832 0.858 0.807 0.852 0.943 0.943 0.904 0.986 0.975 0.846 2 A2 C2 2 0.06 127 135 0
60. T1294v2TS022_1o 022 Yang 0.829 0.852 0.807 0.861 0.944 0.944 0.904 0.986 0.965 0.850 2 A2 C2 2 0.20 128 135 0
61. T1294v2TS456_1o 456 s Yang-Multimer 0.829 0.852 0.807 0.861 0.944 0.944 0.904 0.986 0.965 0.850 2 A2 C2 2 0.20 128 135 0
62. T1294v2TS052_1o 052 s Yang-Server 0.829 0.852 0.807 0.861 0.944 0.944 0.904 0.986 0.965 0.850 2 A2 C2 2 0.20 128 135 0
63. T1294v1TS196_1o 196 HYU_MLLAB 0.828 0.835 0.822 0.856 0.936 0.936 0.920 0.992 0.682 0.863 2 A2 C2 2 0.15 133 135 0
64. T1294v2TS196_1o 196 HYU_MLLAB 0.828 0.835 0.822 0.856 0.936 0.936 0.920 0.992 0.682 0.863 2 A2 C2 2 0.15 133 135 0
65. T1294v1TS241_1o 241 elofsson 0.828 0.857 0.800 0.861 0.938 0.938 0.923 0.991 0.739 0.844 2 A2 C2 2 0.13 126 135 0
66. T1294v2TS014_1o 014 Cool-PSP 0.827 0.824 0.830 0.856 0.928 0.928 0.899 0.989 0.809 0.846 2 A2 C2 2 0.13 136 135 0
67. T1294v2TS319_1o 319 s MULTICOM_LLM 0.827 0.804 0.852 0.857 0.942 0.942 0.918 0.988 0.881 0.892 2 A2 C2 2 0.10 143 135 0
68. T1294v2TS304_1o 304 s AF3-server 0.825 0.828 0.822 0.870 0.937 0.937 0.899 0.985 1.033 0.860 2 A2 C2 2 0.16 134 135 0
69. T1294v2TS475_1o 475 s ptq 0.824 0.833 0.815 0.852 0.942 0.942 0.902 0.984 1.011 0.843 2 A2 C2 2 0.12 132 135 0
70. T1294v2TS301_1o 301 GHZ-MAN 0.824 0.833 0.815 0.852 0.942 0.942 0.902 0.984 1.011 0.843 2 A2 C2 2 0.12 132 135 0
71. T1294v2TS075_1o 075 s GHZ-ISM 0.824 0.833 0.815 0.852 0.942 0.942 0.902 0.984 1.011 0.843 2 A2 C2 2 0.12 132 135 0
72. T1294v2TS122_1o 122 s MQA_server 0.824 0.833 0.815 0.852 0.942 0.942 0.902 0.984 1.011 0.843 2 A2 C2 2 0.12 132 135 0
73. T1294v2TS284_1o 284 s Unicorn 0.824 0.833 0.815 0.852 0.942 0.942 0.902 0.984 1.011 0.843 2 A2 C2 2 0.12 132 135 0
74. T1294v2TS219_1o 219 s XGroup-server 0.823 0.838 0.807 0.836 0.941 0.941 0.902 0.990 0.771 0.841 2 A2 C2 2 0.03 130 135 2
75. T1294v2TS198_1o 198 s colabfold 0.823 0.803 0.844 0.858 0.938 0.938 0.918 0.991 0.691 0.872 2 A2 C2 2 0.07 142 135 0
76. T1294v1TS219_1o 219 s XGroup-server 0.823 0.838 0.807 0.836 0.941 0.941 0.902 0.990 0.771 0.841 2 A2 C2 2 0.03 130 135 2
77. T1294v1TS419_1o 419 CSSB-Human 0.821 0.844 0.800 0.835 0.938 0.938 0.881 0.983 1.036 0.833 2 A2 C2 2 0.24 128 135 0
78. T1294v2TS208_1o 208 s falcon2 0.820 0.832 0.807 0.852 0.938 0.938 0.904 0.985 1.005 0.842 2 A2 C2 2 0.09 131 135 0
79. T1294v1TS261_1o 261 UNRES 0.817 0.861 0.778 0.821 0.921 0.921 0.852 0.984 0.962 0.803 2 A2 C2 2 1.46 122 135 0
80. T1294v1TS198_1o 198 s colabfold 0.816 0.796 0.837 0.858 0.938 0.938 0.917 0.992 0.692 0.867 2 A2 C2 2 0.08 142 135 0
81. T1294v1TS221_1o 221 CSSB_FAKER 0.815 0.831 0.800 0.838 0.945 0.945 0.893 0.984 1.007 0.836 2 A2 C2 2 0.07 130 135 0
82. T1294v2TS187_1o 187 Ayush 0.814 0.786 0.844 0.858 0.935 0.935 0.913 0.992 0.682 0.870 2 A2 C2 2 0.55 145 135 0
83. T1294v1TS187_1o 187 Ayush 0.809 0.789 0.830 0.850 0.936 0.936 0.912 0.992 0.685 0.865 2 A2 C2 2 0.49 142 135 0
84. T1294v1TS337_1o 337 s APOLLO 0.808 0.840 0.778 0.830 0.877 0.877 0.866 0.980 1.105 0.796 2 A2 C2 2 0.10 125 135 0
85. T1294v1TS145_1o 145 s colabfold_baseline 0.807 0.793 0.822 0.841 0.939 0.939 0.918 0.992 0.681 0.863 2 A2 C2 2 0.07 140 135 0
86. T1294v1TS114_1o 114 s COAST 0.805 0.851 0.763 0.812 0.880 0.880 0.864 0.981 1.117 0.790 2 A2 C2 2 0.12 121 135 0
87. T1294v1TS300_1o 300 s ARC 0.805 0.833 0.778 0.821 0.879 0.879 0.864 0.980 1.125 0.794 2 A2 C2 2 0.14 126 135 0
88. T1294v2TS322_1o 322 XGroup 0.803 0.806 0.800 0.812 0.939 0.939 0.893 0.989 0.825 0.855 2 A2 C2 2 0.11 134 135 0
89. T1294v2TS261_1o 261 UNRES 0.803 0.806 0.800 0.844 0.932 0.932 0.852 0.987 0.853 0.833 2 A2 C2 2 0.79 134 135 0
90. T1294v2TS145_1o 145 s colabfold_baseline 0.803 0.791 0.815 0.823 0.939 0.939 0.918 0.992 0.682 0.860 2 A2 C2 2 0.07 139 135 0
91. T1294v2TS028_1o 028 s NKRNA-s 0.794 0.819 0.770 0.800 0.905 0.905 0.873 0.958 2.706 0.616 2 A2 C2 2 0.13 127 135 0
92. T1294v2TS272_1o 272 GromihaLab 0.792 0.861 0.733 0.796 0.918 0.918 0.831 0.977 1.261 0.768 2 A2 C2 2 4.55 115 135 0
93. T1294v2TS286_1o 286 CSSB_experimental 0.772 0.780 0.763 0.864 0.875 0.875 0.854 0.977 1.190 0.784 2 A2 C2 2 0.31 132 135 0
94. T1294v2TS331_1o 331 s MULTICOM_AI 0.753 0.685 0.837 0.789 0.833 0.833 0.871 0.976 1.266 0.774 2 A2 C2 2 0.17 165 135 0
95. T1294v2TS425_1o 425 s MULTICOM_GATE 0.753 0.685 0.837 0.789 0.833 0.833 0.871 0.976 1.266 0.774 2 A2 C2 2 0.17 165 135 0
96. T1294v1TS272_1o 272 GromihaLab 0.749 0.843 0.674 0.732 0.853 0.853 0.758 0.964 1.511 0.711 2 A2 C2 2 3.70 108 135 0
97. T1294v1TS015_1o 015 PEZYFoldings 0.723 0.752 0.696 0.838 0.856 0.856 0.842 0.970 1.553 0.695 2 A2 C2 2 0.19 125 135 0
98. T1294v2TS031_1o 031 MassiveFold 0.709 0.652 0.778 0.824 0.844 0.844 0.803 0.980 1.132 0.765 2 A2 C2 2 0.10 161 135 9
99. T1294v1TS388_1o 388 s DeepFold-server 0.702 0.770 0.644 0.718 0.760 0.760 0.794 0.959 2.267 0.592 2 A2 C2 2 0.03 113 135 0
100. T1294v2TS091_1o 091 Huang-HUST 0.697 0.622 0.793 0.795 0.762 0.762 0.876 0.980 1.254 0.739 2 A2 C2 2 0.09 172 135 0
101. T1294v2TS294_1o 294 KiharaLab 0.664 0.809 0.563 0.720 0.814 0.814 0.743 0.962 1.530 0.640 2 A2 C2 2 0.90 94 135 30
102. T1294v1TS139_1o 139 DeepFold-refine 0.656 0.723 0.600 0.752 0.738 0.738 0.762 0.952 2.418 0.566 2 A2 C2 2 0.93 112 135 0
103. T1294v1TS059_1o 059 DeepFold 0.648 0.714 0.593 0.736 0.750 0.750 0.780 0.956 2.351 0.569 2 A2 C2 2 0.96 112 135 0
104. T1294v2TS221_1o 221 CSSB_FAKER 0.626 0.758 0.533 0.658 0.725 0.725 0.790 0.957 2.496 0.542 2 A2 C2 2 0.08 95 135 0
105. T1294v2TS388_1o 388 s DeepFold-server 0.613 0.709 0.541 0.694 0.649 0.649 0.840 0.944 2.039 0.555 2 A2 C2 2 0.04 103 135 0
106. T1294v2TS139_1o 139 DeepFold-refine 0.610 0.713 0.533 0.699 0.709 0.709 0.802 0.938 2.112 0.554 2 A2 C2 2 1.15 101 135 0
107. T1294v2TS419_1o 419 CSSB-Human 0.602 0.747 0.504 0.649 0.717 0.717 0.788 0.956 2.511 0.529 2 A2 C2 2 0.28 91 135 0
108. T1294v2TS059_1o 059 DeepFold 0.519 0.625 0.444 0.725 0.647 0.647 0.816 0.951 1.941 0.529 2 A2 C2 2 0.37 96 135 0
109. T1294v1TS167_1o 167 OpenComplex 0.430 0.409 0.452 0.578 0.477 0.477 0.643 0.866 7.153 0.281 2 A2 C2 2 5.22 149 135 0
110. T1294v2TS262_1o 262 CoDock 0.183 0.210 0.163 0.444 0.374 0.374 0.716 0.822 6.252 0.193 2 A2 C2 2 0.03 105 135 0
111. T1294v2TS015_1o 015 PEZYFoldings 0.000 0.000 0.000 0.008 0.000 0.000 0.754 0.494 20.847 0.008 2 A2 C2 2 0.07 24 135 0
112. T1294v2TS167_1o 167 OpenComplex 0.000 0.000 0.000 0.009 0.000 0.000 0.600 0.458 19.283 0.010 2 A2 C2 2 0.03 9 135 0
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