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. T2249v1TS023_1o 023 FTBiot0119 0.629 0.580 0.686 0.680 0.532 0.800 0.737 0.954 5.382 0.583 3 A3 C3 3 1.50 219 185 0
2. T2249v2TS475_1o 475 s ptq 0.535 0.520 0.551 0.642 0.366 0.756 0.798 0.955 2.780 0.566 3 A3 C3 3 0.96 196 185 0
3. T2249v2TS284_1o 284 s Unicorn 0.535 0.520 0.551 0.642 0.366 0.756 0.798 0.955 2.780 0.566 3 A3 C3 3 0.96 196 185 0
4. T2249v2TS075_1o 075 s GHZ-ISM 0.535 0.520 0.551 0.642 0.366 0.756 0.798 0.955 2.780 0.566 3 A3 C3 3 0.96 196 185 0
5. T2249v1TS293_1o 293 MRAH 0.503 0.591 0.438 0.559 0.338 0.722 0.778 0.971 2.378 0.538 3 A3 C3 3 0.57 137 185 0
6. T2249v1TS079_1o 079 s MRAFold 0.503 0.591 0.438 0.559 0.338 0.722 0.778 0.971 2.378 0.538 3 A3 C3 3 0.57 137 185 0
7. T2249v1TS465_1o 465 Wallner 0.487 0.481 0.492 0.602 0.438 0.791 0.792 0.960 2.994 0.567 3 A3 C3 3 0.89 189 185 4
8. T2249v2TS322_1o 322 XGroup 0.462 0.439 0.486 0.571 0.378 0.665 0.744 0.944 2.804 0.493 3 A3 C3 3 0.34 205 185 122
9. T2249v2TS219_1o 219 s XGroup-server 0.462 0.439 0.486 0.571 0.378 0.665 0.744 0.944 2.804 0.493 3 A3 C3 3 0.34 205 185 122
10. T2249v1TS052_1o 052 s Yang-Server 0.437 0.527 0.373 0.675 0.235 0.551 0.783 0.955 3.156 0.455 3 A3 C3 3 1.27 131 185 5
11. T2249v1TS298_1o 298 ShanghaiTech-human 0.415 0.461 0.378 0.609 0.268 0.572 0.773 0.963 2.985 0.466 3 A3 C3 3 0.46 152 185 0
12. T2249v1TS208_1o 208 s falcon2 0.412 0.452 0.378 0.675 0.236 0.585 0.788 0.958 3.062 0.465 3 A3 C3 3 0.71 155 185 0
13. T2249v2TS262_1o 262 CoDock 0.409 0.478 0.357 0.599 0.298 0.641 0.741 0.964 2.542 0.494 3 A3 C3 3 0.82 138 185 0
14. T2249v2TS147_1o 147 s Zheng-Multimer 0.401 0.450 0.362 0.672 0.257 0.593 0.784 0.954 3.131 0.450 3 A3 C3 3 1.20 149 185 0
15. T2249v2TS110_1o 110 s MIEnsembles-Server 0.401 0.450 0.362 0.672 0.257 0.593 0.784 0.954 3.131 0.450 3 A3 C3 3 1.20 149 185 0
16. T2249v2TS023_1o 023 FTBiot0119 0.401 0.450 0.362 0.672 0.257 0.593 0.784 0.954 3.131 0.450 3 A3 C3 3 1.20 149 185 0
17. T2249v2TS462_1o 462 Zheng 0.401 0.450 0.362 0.672 0.257 0.593 0.784 0.954 3.131 0.450 3 A3 C3 3 1.20 149 185 0
18. T2249v1TS304_1o 304 s AF3-server 0.399 0.388 0.411 0.612 0.228 0.539 0.774 0.939 3.714 0.429 3 A3 C3 3 2.08 196 185 20
19. T2249v1TS388_1o 388 s DeepFold-server 0.389 0.406 0.373 0.560 0.270 0.500 0.774 0.959 3.235 0.451 3 A3 C3 3 1.07 170 185 0
20. T2249v1TS059_1o 059 DeepFold 0.389 0.406 0.373 0.560 0.270 0.500 0.774 0.959 3.235 0.451 3 A3 C3 3 1.07 170 185 0
21. T2249v2TS022_1o 022 Yang 0.388 0.459 0.335 0.727 0.246 0.530 0.774 0.953 3.239 0.443 3 A3 C3 3 0.84 135 185 1
22. T2249v1TS022_1o 022 Yang 0.388 0.459 0.335 0.727 0.246 0.530 0.774 0.953 3.239 0.443 3 A3 C3 3 0.84 135 185 1
23. T2249v2TS241_1o 241 elofsson 0.385 0.472 0.324 0.584 0.222 0.543 0.786 0.953 3.542 0.427 3 A3 C3 3 0.67 127 185 1
24. T2249v2TS465_1o 465 Wallner 0.381 0.452 0.330 0.609 0.214 0.552 0.758 0.945 3.578 0.422 3 A3 C3 3 0.63 135 185 5
25. T2249v2TS287_1o 287 plmfold 0.381 0.432 0.341 0.670 0.259 0.580 0.783 0.954 3.252 0.444 3 A3 C3 3 1.10 146 185 3
26. T2249v2TS028_1o 028 s NKRNA-s 0.377 0.394 0.362 0.656 0.253 0.552 0.786 0.959 3.069 0.457 3 A3 C3 3 1.44 170 185 0
27. T2249v2TS208_1o 208 s falcon2 0.377 0.472 0.314 0.604 0.294 0.617 0.787 0.960 2.871 0.456 3 A3 C3 3 0.88 123 185 0
28. T2249v1TS287_1o 287 plmfold 0.375 0.468 0.314 0.689 0.243 0.529 0.781 0.955 3.096 0.440 3 A3 C3 3 0.92 124 185 0
29. T2249v2TS294_1o 294 KiharaLab 0.372 0.356 0.389 0.658 0.244 0.540 0.778 0.964 3.306 0.460 3 A3 C3 3 0.38 202 185 0
30. T2249v2TS293_1o 293 MRAH 0.343 0.306 0.389 0.662 0.226 0.517 0.739 0.965 3.292 0.458 3 A3 C3 3 0.21 235 185 135
31. T2249v2TS079_1o 079 s MRAFold 0.343 0.306 0.389 0.662 0.226 0.517 0.739 0.965 3.292 0.458 3 A3 C3 3 0.21 235 185 135
32. T2249v2TS312_1o 312 s GuijunLab-Assembly 0.333 0.326 0.341 0.587 0.237 0.462 0.774 0.967 3.211 0.438 3 A3 C3 3 0.40 193 185 0
33. T2249v2TS393_1o 393 GuijunLab-QA 0.322 0.412 0.265 0.624 0.262 0.548 0.778 0.952 3.181 0.420 3 A3 C3 3 0.87 119 185 4
34. T2249v1TS014_1o 014 Cool-PSP 0.320 0.346 0.297 0.570 0.219 0.517 0.773 0.962 3.177 0.429 3 A3 C3 3 0.50 159 185 0
35. T2249v2TS261_1o 261 UNRES 0.320 0.381 0.276 0.607 0.189 0.507 0.714 0.940 3.230 0.412 3 A3 C1 3 0.00 134 185 0
36. T2249v1TS456_1o 456 s Yang-Multimer 0.314 0.271 0.373 0.636 0.238 0.493 0.755 0.968 3.167 0.451 3 A3 C3 3 0.84 255 185 190
37. T2249v2TS052_1o 052 s Yang-Server 0.307 0.355 0.270 0.574 0.203 0.510 0.769 0.931 3.824 0.364 3 A3 C3 3 0.86 141 185 3
38. T2249v2TS051_1o 051 MULTICOM 0.300 0.356 0.259 0.558 0.234 0.513 0.779 0.956 3.178 0.413 3 A3 C3 3 1.29 135 185 13
39. T2249v2TS345_1o 345 MULTICOM_human 0.300 0.356 0.259 0.558 0.234 0.513 0.779 0.956 3.178 0.413 3 A3 C3 3 1.29 135 185 13
40. T2249v1TS311_1o 311 RAGfold_Prot1 0.298 0.317 0.281 0.579 0.257 0.488 0.770 0.961 3.188 0.421 3 A3 C3 3 0.48 164 185 0
41. T2249v2TS311_1o 311 RAGfold_Prot1 0.298 0.317 0.281 0.579 0.257 0.488 0.770 0.961 3.188 0.421 3 A3 C3 3 0.48 164 185 0
42. T2249v2TS301_1o 301 GHZ-MAN 0.295 0.333 0.265 0.505 0.284 0.496 0.773 0.961 3.212 0.418 3 A3 C3 3 0.64 147 185 0
43. T2249v2TS388_1o 388 s DeepFold-server 0.293 0.369 0.243 0.503 0.209 0.478 0.754 0.952 3.337 0.404 3 A3 C3 3 0.50 122 185 0
44. T2249v1TS241_1o 241 elofsson 0.293 0.412 0.227 0.580 0.218 0.520 0.773 0.942 2.945 0.423 3 A3 C3 3 0.95 102 185 1
45. T2249v2TS059_1o 059 DeepFold 0.293 0.369 0.243 0.503 0.209 0.478 0.754 0.952 3.337 0.404 3 A3 C3 3 0.50 122 185 0
46. T2249v2TS298_1o 298 ShanghaiTech-human 0.282 0.326 0.249 0.527 0.189 0.482 0.769 0.953 3.593 0.391 3 A3 C3 3 0.28 141 185 0
47. T2249v2TS014_1o 014 Cool-PSP 0.277 0.427 0.205 0.500 0.258 0.541 0.763 0.959 3.122 0.399 3 A3 C3 3 0.46 89 185 0
48. T2249v1TS015_1o 015 PEZYFoldings 0.275 0.309 0.249 0.519 0.216 0.498 0.770 0.965 3.277 0.405 3 A3 C3 3 0.42 149 185 0
49. T2249v2TS198_1o 198 s colabfold 0.267 0.364 0.211 0.462 0.240 0.470 0.762 0.953 3.242 0.395 3 A3 C3 3 0.52 107 185 0
50. T2249v2TS015_1o 015 PEZYFoldings 0.265 0.394 0.200 0.489 0.210 0.495 0.764 0.952 3.064 0.396 3 A3 C3 3 0.51 94 185 0
51. T2249v2TS419_1o 419 CSSB-Human 0.262 0.254 0.270 0.532 0.209 0.439 0.750 0.954 3.496 0.408 3 A3 C3 3 0.51 197 185 0
52. T2249v2TS286_1o 286 CSSB_experimental 0.248 0.361 0.189 0.420 0.198 0.427 0.713 0.936 3.286 0.378 3 A3 C3 3 2.48 97 185 0
53. T2249v1TS380_1o 380 mialab_prediction 0.242 0.476 0.162 0.389 0.238 0.502 0.762 0.945 3.243 0.378 3 A3 C3 3 0.37 63 185 0
54. T2249v1TS171_1o 171 ChaePred 0.198 0.421 0.130 0.320 0.092 0.313 0.645 0.848 6.261 0.221 3 A3 C3 3 0.40 57 185 0
55. T2249v2TS171_1o 171 ChaePred 0.187 0.212 0.168 0.448 0.127 0.383 0.586 0.849 6.518 0.245 3 A3 C3 3 0.77 146 185 0
56. T2249v1TS375_1o 375 s milliseconds 0.187 0.333 0.130 0.416 0.182 0.460 0.765 0.942 3.310 0.361 3 A3 C3 3 1.06 72 185 16
57. T2249v2TS450_1o 450 s OpenComplex_Server 0.187 0.440 0.119 0.280 0.278 0.423 0.748 0.922 3.661 0.321 3 A3 C3 3 0.80 50 185 0
58. T2249v1TS164_1o 164 McGuffin 0.182 0.278 0.135 0.426 0.122 0.338 0.603 0.827 6.135 0.224 3 A3 C3 3 0.36 90 185 0
59. T2249v1TS163_1o 163 s MultiFOLD2 0.162 0.253 0.119 0.371 0.114 0.335 0.602 0.826 6.741 0.208 3 A3 C3 3 0.34 87 185 0
60. T2249v2TS145_1o 145 s colabfold_baseline 0.161 0.276 0.114 0.372 0.175 0.387 0.752 0.946 3.247 0.348 3 A3 C3 3 0.29 76 185 0
61. T2249v1TS145_1o 145 s colabfold_baseline 0.158 0.263 0.114 0.370 0.174 0.383 0.752 0.946 3.253 0.348 3 A3 C3 3 0.29 80 185 0
62. T2249v2TS163_1o 163 s MultiFOLD2 0.157 0.213 0.124 0.436 0.137 0.403 0.572 0.854 6.355 0.243 3 A3 C3 3 0.63 108 185 0
63. T2249v1TS345_1o 345 MULTICOM_human 0.132 0.236 0.092 0.364 0.194 0.404 0.750 0.945 3.251 0.340 3 A3 C3 3 5.11 72 185 0
64. T2249v2TS164_1o 164 McGuffin 0.127 0.294 0.081 0.309 0.191 0.401 0.762 0.931 3.655 0.323 3 A3 C3 3 0.14 51 185 0
65. T2249v1TS051_1o 051 MULTICOM 0.126 0.278 0.081 0.272 0.183 0.434 0.755 0.922 3.410 0.346 3 A3 C3 3 1.30 54 185 0
66. T2249v1TS219_1o 219 s XGroup-server 0.113 0.226 0.076 0.301 0.132 0.391 0.731 0.932 3.651 0.319 3 A3 C3 3 0.77 62 185 82
67. T2249v1TS322_1o 322 XGroup 0.113 0.226 0.076 0.301 0.132 0.391 0.731 0.932 3.651 0.319 3 A3 C3 3 0.77 62 185 82
68. T2249v2TS380_1o 380 mialab_prediction 0.098 0.200 0.065 0.333 0.138 0.337 0.751 0.922 3.583 0.315 3 A3 C3 3 1.03 60 185 1
69. T2249v2TS267_1o 267 s kiharalab_server 0.087 0.063 0.141 0.228 0.124 0.234 0.629 0.583 20.997 0.079 3 A3 C3 3 0.56 410 185 0
70. T2249v1TS262_1o 262 CoDock 0.085 0.204 0.054 0.275 0.181 0.324 0.727 0.911 3.885 0.291 3 A3 C3 3 0.41 49 185 0
71. T2249v2TS122_1o 122 s MQA_server 0.077 0.096 0.065 0.395 0.073 0.157 0.745 0.775 6.579 0.109 3 A3 C3 3 0.81 125 185 0
72. T2249v1TS419_1o 419 CSSB-Human 0.073 0.229 0.043 0.238 0.179 0.325 0.726 0.915 3.743 0.289 3 A3 C3 3 1.33 35 185 0
73. T2249v1TS221_1o 221 CSSB_FAKER 0.073 0.229 0.043 0.238 0.179 0.325 0.726 0.915 3.743 0.289 3 A3 C3 3 1.33 35 185 0
74. T2249v2TS264_1o 264 GuijunLab-Human 0.062 0.179 0.038 0.228 0.173 0.348 0.744 0.932 3.509 0.303 3 A3 C3 3 0.30 39 185 0
75. T2249v1TS264_1o 264 GuijunLab-Human 0.062 0.179 0.038 0.228 0.173 0.348 0.744 0.932 3.509 0.303 3 A3 C3 3 0.30 39 185 0
76. T2249v2TS148_1o 148 s Guijunlab-Complex 0.062 0.179 0.038 0.228 0.173 0.348 0.744 0.932 3.509 0.303 3 A3 C3 3 0.30 39 185 0
77. T2249v2TS091_1o 091 Huang-HUST 0.062 0.045 0.103 0.212 0.120 0.225 0.627 0.581 21.204 0.065 3 A3 C3 3 0.54 424 185 0
78. T2249v1TS198_1o 198 s colabfold 0.057 0.240 0.032 0.148 0.124 0.300 0.735 0.909 3.763 0.289 3 A3 C3 3 0.42 25 185 0
79. T2249v2TS304_1o 304 s AF3-server 0.055 0.063 0.049 0.456 0.058 0.121 0.759 0.818 5.473 0.124 3 A3 C3 3 0.92 142 185 1
80. T2249v2TS221_1o 221 CSSB_FAKER 0.048 0.200 0.027 0.173 0.189 0.354 0.724 0.923 3.425 0.310 3 A3 C3 3 1.32 25 185 0
81. T2249v2TS456_1o 456 s Yang-Multimer 0.031 0.300 0.016 0.062 0.033 0.095 0.739 0.848 5.061 0.180 3 A3 C3 3 0.91 10 185 0
82. T2249v1TS393_1o 393 GuijunLab-QA 0.031 0.500 0.016 0.038 0.016 0.039 0.735 0.739 7.146 0.087 3 A3 C3 3 1.59 6 185 0
83. T2249v2TS272_1o 272 GromihaLab 0.021 0.030 0.016 0.298 0.028 0.053 0.744 0.688 8.622 0.056 3 A3 C3 3 1.19 100 185 0
84. T2249v1TS286_1o 286 CSSB_experimental 0.010 0.059 0.005 0.099 0.121 0.222 0.706 0.895 4.094 0.257 3 A3 C3 3 1.78 17 185 0
85. T2249v1TS261_1o 261 UNRES 0.003 0.002 0.005 0.178 0.007 0.012 0.362 0.334 34.860 0.008 3 A3 C1 3 0.00 430 185 0
86. T2249v2TS375_1o 375 s milliseconds 0.000 0.000 0.000 0.014 0.000 0.000 0.731 0.363 21.033 0.008 3 A3 C3 3 1.57 66 185 0
87. T2249v1TS267_1o 267 s kiharalab_server 0.000 0.000 0.000 0.148 0.015 0.016 0.407 0.275 35.305 0.007 3 A3 C3 3 1.63 211 185 35
88. T2249v1TS110_1o 110 s MIEnsembles-Server 0.000 0.000 0.000 0.018 0.000 0.000 0.724 0.358 21.486 0.009 3 A3 C3 3 0.75 86 185 0
89. T2249v1TS301_1o 301 GHZ-MAN 0.000 0.000 0.000 0.014 0.000 0.000 0.730 0.364 19.609 0.009 3 A3 C3 3 0.96 71 185 2
90. T2249v1TS091_1o 091 Huang-HUST 0.000 0.000 0.000 0.084 0.005 0.010 0.508 0.307 24.835 0.012 3 A3 C3 3 2.93 252 185 0
91. T2249v2TS139_1o 139 DeepFold-refine 0.000 0.000 0.000 0.150 0.015 0.017 0.248 0.273 30.934 0.009 3 A3 C3 3 4.37 254 185 0
92. T2249v1TS196_1o 196 HYU_MLLAB 0.000 0.000 0.000 0.045 0.000 0.000 0.540 0.305 19.804 0.011 3 A3 C3 3 4.62 293 185 0
93. T2249v1TS312_1o 312 s GuijunLab-Assembly 0.000 0.000 0.000 0.023 0.000 0.000 0.729 0.366 20.251 0.010 3 A3 C3 3 1.61 69 185 0
94. T2249v1TS075_1o 075 s GHZ-ISM 0.000 0.000 0.000 0.014 0.000 0.000 0.730 0.364 19.609 0.009 3 A3 C3 3 0.96 71 185 2
95. T2249v1TS148_1o 148 s Guijunlab-Complex 0.000 0.000 0.000 0.013 0.000 0.000 0.746 0.358 22.316 0.008 3 A3 C3 3 0.62 93 185 0
96. T2249v1TS139_1o 139 DeepFold-refine 0.000 0.000 0.000 0.138 0.012 0.014 0.389 0.283 30.836 0.010 3 A3 C3 3 3.41 360 185 0
97. T2249v1TS147_1o 147 s Zheng-Multimer 0.000 0.000 0.000 0.025 0.000 0.000 0.742 0.364 21.638 0.009 3 A3 C3 3 0.90 102 185 0
98. T2249v1TS294_1o 294 KiharaLab 0.000 0.000 0.000 0.013 0.000 0.000 0.732 0.357 21.668 0.008 3 A3 C3 3 1.55 83 185 0
99. T2249v2TS196_1o 196 HYU_MLLAB 0.000 0.000 0.000 0.045 0.000 0.000 0.540 0.305 19.804 0.011 3 A3 C3 3 4.62 293 185 0
100. T2249v1TS028_1o 028 s NKRNA-s 0.000 0.000 0.000 0.025 0.000 0.000 0.742 0.364 21.638 0.009 3 A3 C3 3 0.90 102 185 0
101. T2249v1TS284_1o 284 s Unicorn 0.000 0.000 0.000 0.014 0.000 0.000 0.730 0.364 19.609 0.009 3 A3 C3 3 0.96 71 185 2
102. T2249v1TS462_1o 462 Zheng 0.000 0.000 0.000 0.025 0.000 0.000 0.742 0.364 21.638 0.009 3 A3 C3 3 0.90 102 185 0
103. T2249v1TS475_1o 475 s ptq 0.000 0.000 0.000 0.014 0.000 0.000 0.730 0.364 19.609 0.009 3 A3 C3 3 0.96 71 185 2
104. T2249v1TS369_1o 369 Bhattacharya 0.000 0.000 0.000 0.005 0.000 0.000 0.744 0.366 20.223 0.010 3 A3 C3 3 0.93 66 185 0
105. T2249v2TS369_1o 369 Bhattacharya 0.000 0.000 0.000 0.005 0.000 0.000 0.744 0.366 20.223 0.010 3 A3 C3 3 0.93 66 185 0
106. T2249v1TS272_1o 272 GromihaLab 0.000 0.000 0.000 0.056 0.001 0.002 0.348 0.259 28.713 0.008 3 A3 C3 3 4.94 178 185 658
107. T2249v1TS122_1o 122 s MQA_server 0.000 0.000 0.000 0.013 0.000 0.000 0.727 0.365 19.436 0.010 3 A3 C3 3 1.19 78 185 1
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