|
|
Residue level
|
Sequence level
(±SD/p-value/d)
|
Sequence level
(±SD/p-value/d)
|
Residue level
|
TEST2018
|
ProteinUnetLM
|
0.728
|
0.728
±0.182
|
0.760
±0.144
|
0.756
|
|
NetSurfP-3.0
|
0.693
|
0.644
±0.196/p=2e-5/d=0.443
|
0.695
±0.171/p=2e-5/d=0.411
|
0.716
|
|
ProtT5Sec
|
0.800
|
0.688
±0.193/p=2e-5/d=0.212
|
0.748
±0.153/p=3e-4/d=0.080
|
0.749
|
|
SPOT-1D-LM
|
0.725
|
0.710
±0.197/p=0.004/d=0.095
|
0.757
±0.161/p=0.414/d=0.019
|
0.764
|
TEST2020
|
ProteinUnetLM
|
0.667
|
0.599
±0.200
|
0.648
±0.173
|
0.683
|
|
NetSurfP-3.0
|
0.718
|
0.509
±0.204/p=2e-5/d=0.447
|
0.588
±0.192/p=2e-5/d=0.325
|
0.662
|
|
ProtT5Sec
|
0.761
|
0.568
±0.200/p=2e-5/d=0.156
|
0.638
±0.179/p=0.002/d=0.055
|
0.681
|
|
SPOT-1D-LM
|
0.661
|
0.569
±0.208/p=2e-5/d=0.149
|
0.643
±0.181/p=0.140/d=0.028
|
0.693
|
TEST2020-HQ
|
ProteinUnetLM
|
0.678
|
0.623
±0.192
|
0.685
±0.167
|
0.689
|
|
NetSurfP-3.0
|
0.640
|
0.529
±0.179/p=2e-5/d=0.501
|
0.625
±0.178/p=2e-5/d=0.347
|
0.657
|
|
ProtT5Sec
|
0.668
|
0.595
±0.186/p=5e-4/d=0.144
|
0.681
±0.165/p=0.585/d=0.021
|
0.688
|
|
SPOT-1D-LM
|
0.674
|
0.601
±0.189/p=0.008/d=0.111
|
0.687
±0.165/p=0.761/d=-0.012
|
0.701
|
Neff1-2020
|
ProteinUnetLM
|
0.653
|
0.585
±0.216
|
0.653
±0.202
|
0.687
|
|
NetSurfP-3.0
|
0.635
|
0.506
±0.229/p=2e-4/d=0.348
|
0.573
±0.202/p=2e-4/d=0.391
|
0.678
|
|
ProtT5Sec
|
0.652
|
0.584
±0.208/p=0.991/d=0.001
|
0.645
±0.213/p=0.469/d=0.040
|
0.689
|
|
SPOT-1D-LM
|
0.647
|
0.574
±0.227/p=0.368/d=0.049
|
0.652
±0.213/p=0.900/d=0.007
|
0.701
|
CASP12-FM
|
ProteinUnetLM
|
0.663
|
0.609
±0.161
|
0.650
±0.114
|
0.651
|
|
NetSurfP-3.0
|
0.563
|
0.541
±0.149/p=0.001/d=0.427
|
0.574
±0.121/p=5e-4/d=0.631
|
0.610
|
|
ProtT5Sec
|
0.584
|
0.603
± 0.155/p=0.736/d=0.035
|
0.633
±0.109/p=0.059/d=0.150
|
0.640
|
|
SPOT-1D-LM
|
0.656
|
0.589
±0.168/p=0.165/d=0.118
|
0.627
±0.120/p=0.039/d=0.196
|
0.643
|