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
19.0422
1
0.8656
1
22.0689
1
1.0031
1
2
010
TripletRes
22
17.6238
2
0.8011
2
20.9930
2
0.9542
2
3
024
DeepPotential
22
16.8832
3
0.7674
3
19.9146
3
0.9052
3
4
488
tFold-IDT_human
22
15.7025
4
0.7137
4
19.1326
4
0.8697
4
5
009
tFold_human
22
15.5769
5
0.7080
5
19.0061
5
0.8639
5
6
125
PreferredFold
22
14.6036
6
0.6638
6
18.4711
6
0.8396
6
7
183
tFold-CaT
22
12.1438
7
0.5520
7
15.2204
7
0.6918
7
8
351
tFold-IDT
22
11.7123
8
0.5324
8
14.8577
8
0.6753
8
9
238
tFold
22
8.9677
10
0.4076
10
14.4372
9
0.6562
9
10
216
EMAP_CHAE
22
11.5616
9
0.5255
9
14.4250
10
0.6557
10
11
380
PrayogRealDistance
22
8.4727
11
0.3851
11
13.5173
11
0.6144
11
12
420
MULTICOM
22
7.4406
14
0.3382
14
12.2621
12
0.5574
12
13
377
Yang_FM
22
7.5347
12
0.3425
12
12.1681
13
0.5531
13
14
304
Jones-UCL
22
7.2110
15
0.3278
15
11.6534
14
0.5297
14
15
198
MULTICOM-CONSTRUCT
22
5.7540
18
0.2615
18
10.8811
15
0.4946
15
16
075
MULTICOM-CLUSTER
22
5.7099
19
0.2595
19
10.6870
16
0.4858
16
17
319
MULTICOM-DIST
22
5.2827
21
0.2401
21
10.5963
17
0.4816
17
18
275
MULTICOM-AI
22
6.1331
17
0.2788
17
10.5578
18
0.4799
18
19
409
UOSHAN
22
6.1680
16
0.2804
16
10.4280
19
0.4740
19
20
367
FoldX
22
7.4641
13
0.3393
13
10.4196
20
0.4736
20
21
187
MULTICOM-HYBRID
22
5.1545
22
0.2343
22
10.3753
21
0.4716
21
22
344
PrayogBinnedMSA
22
2.4192
26
0.1100
26
10.0786
22
0.4581
22
23
252
MULTICOM-DEEP
22
4.9294
23
0.2241
23
9.8577
23
0.4481
23
24
140
Yang-Server
22
3.7599
24
0.1709
24
9.4589
24
0.4300
24
25
453
DMP2
22
1.9748
28
0.0898
28
9.3857
25
0.4266
25
26
222
TOWER
22
5.6315
20
0.2560
20
9.3561
26
0.4253
26
27
192
AILON
22
0.4545
29
0.0207
29
9.0889
27
0.4131
27
28
061
191227
22
2.0048
27
0.0911
27
8.8456
28
0.4021
28
29
207
Kiharalab_Contact
22
0.2554
30
0.0116
30
8.4570
29
0.3844
29
30
326
FALCON-DeepFolder
22
3.4279
25
0.1558
25
8.0910
30
0.3678
30
31
487
RaptorX
22
-0.3047
31
-0.0138
31
6.4173
31
0.2917
32
32
364
Kiharalab_Z_Server
22
-1.9687
33
-0.0895
33
6.2148
32
0.2825
33
33
071
Kiharalab
22
-1.7118
32
-0.0778
32
6.2141
33
0.2825
34
34
392
trfold
22
-2.8224
35
-0.1283
35
5.7198
34
0.2600
36
35
157
Shen-CDeep
21
-5.5309
37
-0.1681
37
5.6557
35
0.2693
35
36
268
PrayogBinnedSeq
22
-19.3125
46
-0.8778
48
4.6565
36
0.2117
37
37
195
ShanghaiTech
22
-2.2440
34
-0.1020
34
4.2422
37
0.1928
38
38
317
MASS
22
-8.2961
40
-0.3771
41
3.9297
38
0.1786
39
39
307
Zhou-SPOT-Contact
22
-5.1826
36
-0.2356
38
3.8143
39
0.1734
40
40
151
RBO-PSP-CP
22
-7.9206
39
-0.3600
40
3.7257
40
0.1694
41
41
431
A2I2Prot
22
-13.4863
44
-0.6130
45
3.1400
41
0.1427
42
42
387
edmc_pf
8
-29.2800
52
-0.1600
36
2.8816
42
0.3602
31
43
286
AmoebaContact
22
-5.9092
38
-0.2686
39
2.8563
43
0.1298
43
44
138
LAW
22
-8.7141
41
-0.3961
42
2.7985
44
0.1272
44
45
254
ropius0
22
-13.4533
43
-0.6115
44
2.6133
45
0.1188
45
46
006
BrainFold
21
-30.2975
54
-1.3475
56
2.4331
46
0.1159
46
47
101
Destini
22
-11.9666
42
-0.5439
43
2.3453
47
0.1066
47
48
388
Rostlab
22
-16.7423
45
-0.7610
46
2.1003
48
0.0955
48
49
323
DellaCorteLab
22
-20.9266
47
-0.9512
50
1.4882
49
0.0676
49
50
425
ProdGAN_Gonglab
22
-21.6293
50
-0.9832
53
1.2689
50
0.0577
50
51
081
MUFOLD
22
-20.9740
48
-0.9534
52
1.2477
51
0.0567
51
52
144
SASHAN
18
-25.1505
51
-0.9528
51
0.9888
52
0.0549
52
53
154
ICOS
21
-21.4660
49
-0.9270
49
0.7276
53
0.0346
53
54
196
bioinsilico_sbi
10
-38.3170
58
-1.4317
59
0.3334
54
0.0333
54
55
088
netris
22
-31.2266
55
-1.4194
58
0.1821
55
0.0083
56
56
448
BaiduUSA
22
-30.2739
53
-1.3761
57
0.1759
56
0.0080
57
57
104
KUHHAN
10
-36.8453
57
-1.2845
55
0.1613
57
0.0161
55
58
060
m3g
3
-40.4006
60
-0.8002
47
0.0000
58
0.0000
58
59
105
IOBIO
6
-38.6479
59
-1.1080
54
0.0000
58
0.0000
58
60
361
Jaaaca
22
-34.4677
56
-1.5667
60
0.0000
58
0.0000
58
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