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—TS2. 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 | 57.26 | 50.62 | 54.40 | 47.43 | 41.32 | 25.03 |
| SPOT-RNA-1D | 60.26 | 53.62 | 57.40 | 50.43 | 44.32 | 28.03 | |
| |$\boldsymbol{\beta }$| | DeepRNA-Twist | 21.49 | 23.17 | 26.72 | 20.69 | 17.78 | 13.14 |
| SPOT-RNA-1D | 24.49 | 26.17 | 28.72 | 22.69 | 19.78 | 15.14 | |
| |$\boldsymbol{\gamma }$| | DeepRNA-Twist | 35.89 | 36.49 | 32.46 | 34.66 | 29.99 | 21.91 |
| SPOT-RNA-1D | 37.89 | 39.49 | 35.46 | 36.66 | 31.99 | 23.91 | |
| |$\boldsymbol{\delta }$| | DeepRNA-Twist | 19.74 | 20.89 | 20.77 | 18.13 | 17.08 | 9.43 |
| SPOT-RNA-1D | 22.74 | 23.89 | 23.77 | 21.13 | 20.08 | 11.43 | |
| |$\boldsymbol{\epsilon }$| | DeepRNA-Twist | 24.92 | 21.20 | 16.43 | 16.20 | 17.43 | 11.30 |
| SPOT-RNA-1D | 26.92 | 24.20 | 18.43 | 18.20 | 19.43 | 12.30 | |
| |$\boldsymbol{\zeta }$| | DeepRNA-Twist | 45.34 | 47.20 | 30.74 | 38.04 | 40.14 | 13.73 |
| SPOT-RNA-1D | 48.34 | 50.20 | 32.74 | 41.04 | 43.14 | 14.73 | |
| |$\boldsymbol{\chi }$| | DeepRNA-Twist | 25.67 | 25.00 | 18.06 | 21.32 | 21.74 | 10.77 |
| SPOT-RNA-1D | 27.67 | 28.00 | 21.06 | 24.32 | 23.74 | 12.77 | |
| |$\boldsymbol{\eta }$| | DeepRNA-Twist | 49.92 | 36.04 | 39.38 | 31.45 | 30.03 | 14.01 |
| SPOT-RNA-1D | 52.92 | 39.04 | 42.38 | 33.45 | 32.03 | 16.01 | |
| |$\boldsymbol{\theta }$| | DeepRNA-Twist | 49.40 | 41.06 | 32.54 | 31.03 | 34.05 | 15.21 |
| SPOT-RNA-1D | 52.40 | 44.06 | 35.54 | 34.03 | 37.05 | 16.21 |
| Angles . | Model . | Unpaired . | Lone pairs . | Pseudoknots . | Multiplets . | Noncanonical pairs . | Canonical nested pairs . |
|---|---|---|---|---|---|---|---|
| |$\boldsymbol{\alpha }$| | DeepRNA-Twist | 57.26 | 50.62 | 54.40 | 47.43 | 41.32 | 25.03 |
| SPOT-RNA-1D | 60.26 | 53.62 | 57.40 | 50.43 | 44.32 | 28.03 | |
| |$\boldsymbol{\beta }$| | DeepRNA-Twist | 21.49 | 23.17 | 26.72 | 20.69 | 17.78 | 13.14 |
| SPOT-RNA-1D | 24.49 | 26.17 | 28.72 | 22.69 | 19.78 | 15.14 | |
| |$\boldsymbol{\gamma }$| | DeepRNA-Twist | 35.89 | 36.49 | 32.46 | 34.66 | 29.99 | 21.91 |
| SPOT-RNA-1D | 37.89 | 39.49 | 35.46 | 36.66 | 31.99 | 23.91 | |
| |$\boldsymbol{\delta }$| | DeepRNA-Twist | 19.74 | 20.89 | 20.77 | 18.13 | 17.08 | 9.43 |
| SPOT-RNA-1D | 22.74 | 23.89 | 23.77 | 21.13 | 20.08 | 11.43 | |
| |$\boldsymbol{\epsilon }$| | DeepRNA-Twist | 24.92 | 21.20 | 16.43 | 16.20 | 17.43 | 11.30 |
| SPOT-RNA-1D | 26.92 | 24.20 | 18.43 | 18.20 | 19.43 | 12.30 | |
| |$\boldsymbol{\zeta }$| | DeepRNA-Twist | 45.34 | 47.20 | 30.74 | 38.04 | 40.14 | 13.73 |
| SPOT-RNA-1D | 48.34 | 50.20 | 32.74 | 41.04 | 43.14 | 14.73 | |
| |$\boldsymbol{\chi }$| | DeepRNA-Twist | 25.67 | 25.00 | 18.06 | 21.32 | 21.74 | 10.77 |
| SPOT-RNA-1D | 27.67 | 28.00 | 21.06 | 24.32 | 23.74 | 12.77 | |
| |$\boldsymbol{\eta }$| | DeepRNA-Twist | 49.92 | 36.04 | 39.38 | 31.45 | 30.03 | 14.01 |
| SPOT-RNA-1D | 52.92 | 39.04 | 42.38 | 33.45 | 32.03 | 16.01 | |
| |$\boldsymbol{\theta }$| | DeepRNA-Twist | 49.40 | 41.06 | 32.54 | 31.03 | 34.05 | 15.21 |
| SPOT-RNA-1D | 52.40 | 44.06 | 35.54 | 34.03 | 37.05 | 16.21 |
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—TS2. 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 | 57.26 | 50.62 | 54.40 | 47.43 | 41.32 | 25.03 |
| SPOT-RNA-1D | 60.26 | 53.62 | 57.40 | 50.43 | 44.32 | 28.03 | |
| |$\boldsymbol{\beta }$| | DeepRNA-Twist | 21.49 | 23.17 | 26.72 | 20.69 | 17.78 | 13.14 |
| SPOT-RNA-1D | 24.49 | 26.17 | 28.72 | 22.69 | 19.78 | 15.14 | |
| |$\boldsymbol{\gamma }$| | DeepRNA-Twist | 35.89 | 36.49 | 32.46 | 34.66 | 29.99 | 21.91 |
| SPOT-RNA-1D | 37.89 | 39.49 | 35.46 | 36.66 | 31.99 | 23.91 | |
| |$\boldsymbol{\delta }$| | DeepRNA-Twist | 19.74 | 20.89 | 20.77 | 18.13 | 17.08 | 9.43 |
| SPOT-RNA-1D | 22.74 | 23.89 | 23.77 | 21.13 | 20.08 | 11.43 | |
| |$\boldsymbol{\epsilon }$| | DeepRNA-Twist | 24.92 | 21.20 | 16.43 | 16.20 | 17.43 | 11.30 |
| SPOT-RNA-1D | 26.92 | 24.20 | 18.43 | 18.20 | 19.43 | 12.30 | |
| |$\boldsymbol{\zeta }$| | DeepRNA-Twist | 45.34 | 47.20 | 30.74 | 38.04 | 40.14 | 13.73 |
| SPOT-RNA-1D | 48.34 | 50.20 | 32.74 | 41.04 | 43.14 | 14.73 | |
| |$\boldsymbol{\chi }$| | DeepRNA-Twist | 25.67 | 25.00 | 18.06 | 21.32 | 21.74 | 10.77 |
| SPOT-RNA-1D | 27.67 | 28.00 | 21.06 | 24.32 | 23.74 | 12.77 | |
| |$\boldsymbol{\eta }$| | DeepRNA-Twist | 49.92 | 36.04 | 39.38 | 31.45 | 30.03 | 14.01 |
| SPOT-RNA-1D | 52.92 | 39.04 | 42.38 | 33.45 | 32.03 | 16.01 | |
| |$\boldsymbol{\theta }$| | DeepRNA-Twist | 49.40 | 41.06 | 32.54 | 31.03 | 34.05 | 15.21 |
| SPOT-RNA-1D | 52.40 | 44.06 | 35.54 | 34.03 | 37.05 | 16.21 |
| Angles . | Model . | Unpaired . | Lone pairs . | Pseudoknots . | Multiplets . | Noncanonical pairs . | Canonical nested pairs . |
|---|---|---|---|---|---|---|---|
| |$\boldsymbol{\alpha }$| | DeepRNA-Twist | 57.26 | 50.62 | 54.40 | 47.43 | 41.32 | 25.03 |
| SPOT-RNA-1D | 60.26 | 53.62 | 57.40 | 50.43 | 44.32 | 28.03 | |
| |$\boldsymbol{\beta }$| | DeepRNA-Twist | 21.49 | 23.17 | 26.72 | 20.69 | 17.78 | 13.14 |
| SPOT-RNA-1D | 24.49 | 26.17 | 28.72 | 22.69 | 19.78 | 15.14 | |
| |$\boldsymbol{\gamma }$| | DeepRNA-Twist | 35.89 | 36.49 | 32.46 | 34.66 | 29.99 | 21.91 |
| SPOT-RNA-1D | 37.89 | 39.49 | 35.46 | 36.66 | 31.99 | 23.91 | |
| |$\boldsymbol{\delta }$| | DeepRNA-Twist | 19.74 | 20.89 | 20.77 | 18.13 | 17.08 | 9.43 |
| SPOT-RNA-1D | 22.74 | 23.89 | 23.77 | 21.13 | 20.08 | 11.43 | |
| |$\boldsymbol{\epsilon }$| | DeepRNA-Twist | 24.92 | 21.20 | 16.43 | 16.20 | 17.43 | 11.30 |
| SPOT-RNA-1D | 26.92 | 24.20 | 18.43 | 18.20 | 19.43 | 12.30 | |
| |$\boldsymbol{\zeta }$| | DeepRNA-Twist | 45.34 | 47.20 | 30.74 | 38.04 | 40.14 | 13.73 |
| SPOT-RNA-1D | 48.34 | 50.20 | 32.74 | 41.04 | 43.14 | 14.73 | |
| |$\boldsymbol{\chi }$| | DeepRNA-Twist | 25.67 | 25.00 | 18.06 | 21.32 | 21.74 | 10.77 |
| SPOT-RNA-1D | 27.67 | 28.00 | 21.06 | 24.32 | 23.74 | 12.77 | |
| |$\boldsymbol{\eta }$| | DeepRNA-Twist | 49.92 | 36.04 | 39.38 | 31.45 | 30.03 | 14.01 |
| SPOT-RNA-1D | 52.92 | 39.04 | 42.38 | 33.45 | 32.03 | 16.01 | |
| |$\boldsymbol{\theta }$| | DeepRNA-Twist | 49.40 | 41.06 | 32.54 | 31.03 | 34.05 | 15.21 |
| SPOT-RNA-1D | 52.40 | 44.06 | 35.54 | 34.03 | 37.05 | 16.21 |
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