14th Community Wide Experiment on the
Critical Assessment of Techniques for Protein Structure Prediction
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RR Analysis : Group performance based on combined z-scores
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Estimate of Model Accuracy Results
RR Assessment Results
The cummulative z-scores in this table are calculated according to the following procedure (example for the "first" models):
1. Calculate zscores from the raw scores for all "first" models (corresponding values from the main result table);
2. Remove outliers - models with zscores below the tolerance threshold (set to -2.0);
3. Recalculate zscores on the reduced dataset;
4. Assign z-scores below the penalty threshold (either -2.0 or 0.0) to the value of this threshold.
The final ranking was calculated according to the formula: 1.0*Z-score(F1) + 0.5*Z-score(ES(ext))
for FM domains, "L/5" long-range contacts with probability filter ">0".
#
GR
code
GR
name
Domains Count
SUM Zscore
(>-2.0)
Rank SUM Zscore
(>-2.0)
AVG Zscore
(>-2.0)
Rank AVG Zscore
(>-2.0)
SUM Zscore
(>0.0)
Rank SUM Zscore
(>0.0)
AVG Zscore
(>0.0)
Rank AVG Zscore
(>0.0)
1
368
tFold-CaT_human
22
21.3534
1
0.9706
1
23.2050
1
1.0548
1
2
010
TripletRes
22
18.5883
2
0.8449
2
20.9522
2
0.9524
2
3
488
tFold-IDT_human
22
17.9841
3
0.8175
3
20.2413
3
0.9201
3
4
024
DeepPotential
22
17.8706
4
0.8123
4
19.9311
4
0.9060
4
5
009
tFold_human
22
17.3844
5
0.7902
5
19.6251
5
0.8920
5
6
125
PreferredFold
22
16.3167
6
0.7417
6
18.8886
6
0.8586
6
7
183
tFold-CaT
22
14.0580
7
0.6390
7
15.8298
7
0.7195
7
8
351
tFold-IDT
22
13.6250
8
0.6193
8
15.4700
8
0.7032
8
9
238
tFold
22
10.8749
10
0.4943
10
15.0263
9
0.6830
9
10
216
EMAP_CHAE
22
13.3003
9
0.6046
9
14.8251
10
0.6739
10
11
380
PrayogRealDistance
22
10.1973
11
0.4635
11
14.0682
11
0.6395
11
12
377
Yang_FM
22
9.1162
12
0.4144
12
12.5498
12
0.5704
12
13
420
MULTICOM
22
8.3755
15
0.3807
15
12.2783
13
0.5581
13
14
304
Jones-UCL
22
8.5107
14
0.3868
14
11.8231
14
0.5374
14
15
198
MULTICOM-CONSTRUCT
22
6.7438
19
0.3065
19
10.8913
15
0.4951
15
16
367
FoldX
22
9.0724
13
0.4124
13
10.7339
16
0.4879
16
17
075
MULTICOM-CLUSTER
22
6.6908
20
0.3041
20
10.7078
17
0.4867
17
18
409
UOSHAN
22
7.7206
16
0.3509
16
10.6780
18
0.4854
18
19
344
PrayogBinnedMSA
22
3.9450
26
0.1793
26
10.6733
19
0.4852
19
20
319
MULTICOM-DIST
22
6.2493
21
0.2841
21
10.6152
20
0.4825
20
21
275
MULTICOM-AI
22
7.1240
18
0.3238
18
10.5688
21
0.4804
21
22
187
MULTICOM-HYBRID
22
6.1342
22
0.2788
22
10.4071
22
0.4731
22
23
192
AILON
22
2.5266
28
0.1148
28
10.0197
23
0.4554
23
24
252
MULTICOM-DEEP
22
5.9135
23
0.2688
23
9.8622
24
0.4483
24
25
222
TOWER
22
7.2948
17
0.3316
17
9.7106
25
0.4414
25
26
140
Yang-Server
22
5.0648
24
0.2302
24
9.5260
26
0.4330
26
27
061
191227
22
3.8434
27
0.1747
27
9.3992
27
0.4272
27
28
453
DMP2
22
2.0286
29
0.0922
29
9.2946
28
0.4225
28
29
207
Kiharalab_Contact
22
1.0972
31
0.0499
31
8.3782
29
0.3808
29
30
326
FALCON-DeepFolder
22
4.9743
25
0.2261
25
8.3449
30
0.3793
30
31
487
RaptorX
22
1.1730
30
0.0533
30
6.6355
31
0.3016
32
32
364
Kiharalab_Z_Server
22
-1.0543
34
-0.0479
34
6.2283
32
0.2831
33
33
071
Kiharalab
22
-0.8401
33
-0.0382
33
6.1631
33
0.2801
34
34
157
Shen-CDeep
21
-4.3639
37
-0.1126
36
5.7782
34
0.2752
35
35
392
trfold
22
-1.7011
35
-0.0773
35
5.6838
35
0.2584
36
36
268
PrayogBinnedSeq
22
-18.1423
47
-0.8247
49
5.0558
36
0.2298
37
37
195
ShanghaiTech
22
-0.6082
32
-0.0276
32
4.6212
37
0.2101
38
38
323
DellaCorteLab
22
-8.0714
41
-0.3669
42
4.0330
38
0.1833
39
39
317
MASS
22
-8.0227
40
-0.3647
41
3.8702
39
0.1759
40
40
307
Zhou-SPOT-Contact
22
-4.3346
36
-0.1970
38
3.7142
40
0.1688
41
41
151
RBO-PSP-CP
22
-7.0832
39
-0.3220
40
3.7091
41
0.1686
42
42
431
A2I2Prot
22
-12.7796
45
-0.5809
46
3.2163
42
0.1462
43
43
254
ropius0
22
-12.1490
44
-0.5522
45
2.8784
43
0.1308
44
44
286
AmoebaContact
22
-4.9360
38
-0.2244
39
2.8774
44
0.1308
45
45
387
edmc_pf
8
-29.3621
52
-0.1703
37
2.8754
45
0.3594
31
46
138
LAW
22
-8.6392
42
-0.3927
43
2.7015
46
0.1228
46
47
006
BrainFold
21
-29.8640
53
-1.3269
56
2.4259
47
0.1155
47
48
101
Destini
22
-11.0821
43
-0.5037
44
2.3798
48
0.1082
48
49
388
Rostlab
22
-15.5431
46
-0.7065
47
2.1216
49
0.0964
49
50
425
ProdGAN_Gonglab
22
-20.6992
50
-0.9409
52
1.5783
50
0.0717
50
51
081
MUFOLD
22
-20.6920
49
-0.9405
51
1.2219
51
0.0555
51
52
154
ICOS
21
-20.5786
48
-0.8847
50
1.0482
52
0.0499
53
53
144
SASHAN
18
-25.4917
51
-0.9718
53
0.9782
53
0.0543
52
54
196
bioinsilico_sbi
10
-38.3392
59
-1.4339
59
0.3229
54
0.0323
54
55
088
netris
22
-30.8769
55
-1.4035
58
0.1821
55
0.0083
56
56
448
BaiduUSA
22
-29.9532
54
-1.3615
57
0.1759
56
0.0080
57
57
104
KUHHAN
10
-36.2773
57
-1.2277
55
0.1613
57
0.0161
55
58
060
m3g
3
-40.4279
60
-0.8093
48
0.0000
58
0.0000
58
59
105
IOBIO
6
-38.2872
58
-1.0479
54
0.0000
58
0.0000
58
60
361
Jaaaca
22
-34.0656
56
-1.5484
60
0.0000
58
0.0000
58
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