Performance comparison of DeepRNA-Twist and SPOT-RNA-1D according to MAE in degrees based on various pairing interactions on SPOT-RNA-1D test set—TS1. Values of SPOT-RNA-1D are reported from [9]
Angles . | Model . | Unpaired . | Lone pairs . | Pseudoknots . | Multiplets . | Noncanonical pairs . | Canonical nested pairs . |
---|---|---|---|---|---|---|---|
|$\boldsymbol{\alpha }$| | DeepRNA-Twist | 59.55 | 51.26 | 51.16 | 46.92 | 44.24 | 32.02 |
SPOT-RNA-1D | 62.05 | 54.26 | 54.16 | 49.92 | 47.24 | 35.02 | |
|$\boldsymbol{\beta }$| | DeepRNA-Twist | 25.93 | 24.96 | 25.32 | 24.52 | 21.14 | 15.32 |
SPOT-RNA-1D | 28.43 | 27.96 | 28.32 | 27.52 | 24.14 | 18.32 | |
|$\boldsymbol{\gamma }$| | DeepRNA-Twist | 36.26 | 37.11 | 35.42 | 37.73 | 32.08 | 26.17 |
SPOT-RNA-1D | 39.76 | 40.61 | 38.42 | 40.73 | 35.08 | 29.17 | |
|$\boldsymbol{\delta }$| | DeepRNA-Twist | 17.53 | 17.93 | 19.03 | 14.97 | 14.45 | 8.59 |
SPOT-RNA-1D | 20.53 | 20.93 | 22.03 | 16.97 | 16.45 | 10.59 | |
|$\boldsymbol{\epsilon }$| | DeepRNA-Twist | 25.67 | 25.82 | 22.76 | 22.52 | 20.42 | 13.46 |
SPOT-RNA-1D | 29.17 | 28.32 | 25.76 | 24.52 | 22.42 | 15.46 | |
|$\boldsymbol{\zeta }$| | DeepRNA-Twist | 49.10 | 47.14 | 43.95 | 33.84 | 35.44 | 17.63 |
SPOT-RNA-1D | 54.10 | 51.64 | 47.95 | 36.84 | 38.44 | 19.63 | |
|$\boldsymbol{\chi }$| | DeepRNA-Twist | 28.33 | 24.18 | 18.91 | 19.19 | 20.77 | 11.43 |
SPOT-RNA-1D | 30.83 | 27.18 | 21.91 | 22.19 | 22.77 | 13.43 | |
|$\boldsymbol{\eta }$| | DeepRNA-Twist | 51.08 | 39.26 | 37.54 | 32.84 | 32.87 | 16.24 |
SPOT-RNA-1D | 54.58 | 42.76 | 40.54 | 34.84 | 34.87 | 18.24 | |
|$\boldsymbol{\theta }$| | DeepRNA-Twist | 51.20 | 40.52 | 39.15 | 31.80 | 36.83 | 18.02 |
SPOT-RNA-1D | 56.70 | 44.52 | 42.15 | 33.80 | 39.83 | 20.02 |
Angles . | Model . | Unpaired . | Lone pairs . | Pseudoknots . | Multiplets . | Noncanonical pairs . | Canonical nested pairs . |
---|---|---|---|---|---|---|---|
|$\boldsymbol{\alpha }$| | DeepRNA-Twist | 59.55 | 51.26 | 51.16 | 46.92 | 44.24 | 32.02 |
SPOT-RNA-1D | 62.05 | 54.26 | 54.16 | 49.92 | 47.24 | 35.02 | |
|$\boldsymbol{\beta }$| | DeepRNA-Twist | 25.93 | 24.96 | 25.32 | 24.52 | 21.14 | 15.32 |
SPOT-RNA-1D | 28.43 | 27.96 | 28.32 | 27.52 | 24.14 | 18.32 | |
|$\boldsymbol{\gamma }$| | DeepRNA-Twist | 36.26 | 37.11 | 35.42 | 37.73 | 32.08 | 26.17 |
SPOT-RNA-1D | 39.76 | 40.61 | 38.42 | 40.73 | 35.08 | 29.17 | |
|$\boldsymbol{\delta }$| | DeepRNA-Twist | 17.53 | 17.93 | 19.03 | 14.97 | 14.45 | 8.59 |
SPOT-RNA-1D | 20.53 | 20.93 | 22.03 | 16.97 | 16.45 | 10.59 | |
|$\boldsymbol{\epsilon }$| | DeepRNA-Twist | 25.67 | 25.82 | 22.76 | 22.52 | 20.42 | 13.46 |
SPOT-RNA-1D | 29.17 | 28.32 | 25.76 | 24.52 | 22.42 | 15.46 | |
|$\boldsymbol{\zeta }$| | DeepRNA-Twist | 49.10 | 47.14 | 43.95 | 33.84 | 35.44 | 17.63 |
SPOT-RNA-1D | 54.10 | 51.64 | 47.95 | 36.84 | 38.44 | 19.63 | |
|$\boldsymbol{\chi }$| | DeepRNA-Twist | 28.33 | 24.18 | 18.91 | 19.19 | 20.77 | 11.43 |
SPOT-RNA-1D | 30.83 | 27.18 | 21.91 | 22.19 | 22.77 | 13.43 | |
|$\boldsymbol{\eta }$| | DeepRNA-Twist | 51.08 | 39.26 | 37.54 | 32.84 | 32.87 | 16.24 |
SPOT-RNA-1D | 54.58 | 42.76 | 40.54 | 34.84 | 34.87 | 18.24 | |
|$\boldsymbol{\theta }$| | DeepRNA-Twist | 51.20 | 40.52 | 39.15 | 31.80 | 36.83 | 18.02 |
SPOT-RNA-1D | 56.70 | 44.52 | 42.15 | 33.80 | 39.83 | 20.02 |
Performance comparison of DeepRNA-Twist and SPOT-RNA-1D according to MAE in degrees based on various pairing interactions on SPOT-RNA-1D test set—TS1. Values of SPOT-RNA-1D are reported from [9]
Angles . | Model . | Unpaired . | Lone pairs . | Pseudoknots . | Multiplets . | Noncanonical pairs . | Canonical nested pairs . |
---|---|---|---|---|---|---|---|
|$\boldsymbol{\alpha }$| | DeepRNA-Twist | 59.55 | 51.26 | 51.16 | 46.92 | 44.24 | 32.02 |
SPOT-RNA-1D | 62.05 | 54.26 | 54.16 | 49.92 | 47.24 | 35.02 | |
|$\boldsymbol{\beta }$| | DeepRNA-Twist | 25.93 | 24.96 | 25.32 | 24.52 | 21.14 | 15.32 |
SPOT-RNA-1D | 28.43 | 27.96 | 28.32 | 27.52 | 24.14 | 18.32 | |
|$\boldsymbol{\gamma }$| | DeepRNA-Twist | 36.26 | 37.11 | 35.42 | 37.73 | 32.08 | 26.17 |
SPOT-RNA-1D | 39.76 | 40.61 | 38.42 | 40.73 | 35.08 | 29.17 | |
|$\boldsymbol{\delta }$| | DeepRNA-Twist | 17.53 | 17.93 | 19.03 | 14.97 | 14.45 | 8.59 |
SPOT-RNA-1D | 20.53 | 20.93 | 22.03 | 16.97 | 16.45 | 10.59 | |
|$\boldsymbol{\epsilon }$| | DeepRNA-Twist | 25.67 | 25.82 | 22.76 | 22.52 | 20.42 | 13.46 |
SPOT-RNA-1D | 29.17 | 28.32 | 25.76 | 24.52 | 22.42 | 15.46 | |
|$\boldsymbol{\zeta }$| | DeepRNA-Twist | 49.10 | 47.14 | 43.95 | 33.84 | 35.44 | 17.63 |
SPOT-RNA-1D | 54.10 | 51.64 | 47.95 | 36.84 | 38.44 | 19.63 | |
|$\boldsymbol{\chi }$| | DeepRNA-Twist | 28.33 | 24.18 | 18.91 | 19.19 | 20.77 | 11.43 |
SPOT-RNA-1D | 30.83 | 27.18 | 21.91 | 22.19 | 22.77 | 13.43 | |
|$\boldsymbol{\eta }$| | DeepRNA-Twist | 51.08 | 39.26 | 37.54 | 32.84 | 32.87 | 16.24 |
SPOT-RNA-1D | 54.58 | 42.76 | 40.54 | 34.84 | 34.87 | 18.24 | |
|$\boldsymbol{\theta }$| | DeepRNA-Twist | 51.20 | 40.52 | 39.15 | 31.80 | 36.83 | 18.02 |
SPOT-RNA-1D | 56.70 | 44.52 | 42.15 | 33.80 | 39.83 | 20.02 |
Angles . | Model . | Unpaired . | Lone pairs . | Pseudoknots . | Multiplets . | Noncanonical pairs . | Canonical nested pairs . |
---|---|---|---|---|---|---|---|
|$\boldsymbol{\alpha }$| | DeepRNA-Twist | 59.55 | 51.26 | 51.16 | 46.92 | 44.24 | 32.02 |
SPOT-RNA-1D | 62.05 | 54.26 | 54.16 | 49.92 | 47.24 | 35.02 | |
|$\boldsymbol{\beta }$| | DeepRNA-Twist | 25.93 | 24.96 | 25.32 | 24.52 | 21.14 | 15.32 |
SPOT-RNA-1D | 28.43 | 27.96 | 28.32 | 27.52 | 24.14 | 18.32 | |
|$\boldsymbol{\gamma }$| | DeepRNA-Twist | 36.26 | 37.11 | 35.42 | 37.73 | 32.08 | 26.17 |
SPOT-RNA-1D | 39.76 | 40.61 | 38.42 | 40.73 | 35.08 | 29.17 | |
|$\boldsymbol{\delta }$| | DeepRNA-Twist | 17.53 | 17.93 | 19.03 | 14.97 | 14.45 | 8.59 |
SPOT-RNA-1D | 20.53 | 20.93 | 22.03 | 16.97 | 16.45 | 10.59 | |
|$\boldsymbol{\epsilon }$| | DeepRNA-Twist | 25.67 | 25.82 | 22.76 | 22.52 | 20.42 | 13.46 |
SPOT-RNA-1D | 29.17 | 28.32 | 25.76 | 24.52 | 22.42 | 15.46 | |
|$\boldsymbol{\zeta }$| | DeepRNA-Twist | 49.10 | 47.14 | 43.95 | 33.84 | 35.44 | 17.63 |
SPOT-RNA-1D | 54.10 | 51.64 | 47.95 | 36.84 | 38.44 | 19.63 | |
|$\boldsymbol{\chi }$| | DeepRNA-Twist | 28.33 | 24.18 | 18.91 | 19.19 | 20.77 | 11.43 |
SPOT-RNA-1D | 30.83 | 27.18 | 21.91 | 22.19 | 22.77 | 13.43 | |
|$\boldsymbol{\eta }$| | DeepRNA-Twist | 51.08 | 39.26 | 37.54 | 32.84 | 32.87 | 16.24 |
SPOT-RNA-1D | 54.58 | 42.76 | 40.54 | 34.84 | 34.87 | 18.24 | |
|$\boldsymbol{\theta }$| | DeepRNA-Twist | 51.20 | 40.52 | 39.15 | 31.80 | 36.83 | 18.02 |
SPOT-RNA-1D | 56.70 | 44.52 | 42.15 | 33.80 | 39.83 | 20.02 |
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