CompaRNA - on-line benchmarks of RNA structure prediction methods
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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of Contrafold - scored higher in this pairwise comparison

  4. Performance of RNAshapes - scored lower in this pairwise comparison

  5. Compile and download dataset for Contrafold & RNAshapes [.zip] - may take several seconds...


Overview

Metric Contrafold RNAshapes
MCC 0.660 > 0.650
Average MCC ± 95% Confidence Intervals 0.715 ± 0.049 > 0.704 ± 0.052
Sensitivity 0.592 > 0.580
Positive Predictive Value 0.740 > 0.733
Total TP 1662 > 1630
Total TN 399841 < 399863
Total FP 697 < 719
Total FP CONTRA 95 > 81
Total FP INCONS 489 < 513
Total FP COMP 113 < 125
Total FN 1146 < 1178
P-value 3.56938820447e-08

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Performance plots


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Performance of Contrafold - scored higher in this pairwise comparison

1. Total counts & total scores for Contrafold

Total Base Pair Counts
Total TP 1662
Total TN 399841
Total FP 697
Total FP CONTRA 95
Total FP INCONS 489
Total FP COMP 113
Total FN 1146
Total Scores
MCC 0.660
Average MCC ± 95% Confidence Intervals 0.715 ± 0.049
Sensitivity 0.592
Positive Predictive Value 0.740
Nr of predictions 118

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2. Individual counts for Contrafold [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2K5Z_A - 1.00 1.00 1.00 11 395 0 0 0 0 0
2K63_A - 0.90 0.90 0.90 9 396 2 0 1 1 1
2K66_A - 0.95 0.90 1.00 9 222 0 0 0 0 1
2KD8_A - 1.00 1.00 1.00 9 222 0 0 0 0 0
2KDQ_B 0.95 0.91 1.00 10 396 0 0 0 0 1
2KE6_A 0.97 0.95 1.00 18 1110 1 0 0 1 1
2KEZ_A - 0.89 0.80 1.00 8 268 0 0 0 0 2
2KFC_A - 0.45 0.25 0.83 5 624 1 0 1 0 15
2KGP_A - 1.00 1.00 1.00 9 291 1 0 0 1 0
2KMJ_A - 1.00 1.00 1.00 11 367 0 0 0 0 0
2KPV_A - 1.00 1.00 1.00 13 548 0 0 0 0 0
2KRL_A - 0.76 0.60 0.96 24 5126 5 0 1 4 16
2KU0_A - 0.55 0.44 0.70 7 693 3 0 3 0 9
2KUR_A 0.95 0.90 1.00 19 1109 0 0 0 0 2
2KUU_A 0.92 0.86 1.00 18 1110 1 0 0 1 3
2KUV_A 0.93 0.86 1.00 19 1109 0 0 0 0 3
2KUW_A 0.95 0.90 1.00 19 1109 0 0 0 0 2
2KX8_A 0.94 0.89 1.00 16 845 0 0 0 0 2
2KXM_A - 0.89 0.80 1.00 8 343 0 0 0 0 2
2KZL_A - 0.75 0.74 0.78 14 1467 4 2 2 0 5
2L1F_A 0.98 0.96 1.00 23 2057 0 0 0 0 1
2L1F_B 0.98 0.96 1.00 24 2121 0 0 0 0 1
2L2K_A - 0.94 0.89 1.00 17 844 0 0 0 0 2
2L3C_B - 0.91 0.82 1.00 14 547 0 0 0 0 3
2L3E_A - 0.96 0.92 1.00 12 583 1 0 0 1 1
2L3J_B 0.94 0.88 1.00 30 2455 0 0 0 0 4
2L5Z_A - 0.86 0.75 1.00 9 316 0 0 0 0 3
2L94_A 0.92 0.90 0.95 18 971 1 0 1 0 2
2LA5_A - 0.39 0.26 0.63 5 622 3 1 2 0 14
2LBS_A - 1.00 1.00 1.00 14 482 0 0 0 0 0
2LC8_A 0.45 0.35 0.58 7 1528 5 2 3 0 13
2LDL_A - 0.90 0.82 1.00 9 342 1 0 0 1 2
2LDT_A - 0.85 0.73 1.00 11 454 0 0 0 0 4
2LHP_A - 0.97 0.94 1.00 15 651 0 0 0 0 1
2LI4_A - 0.93 0.88 1.00 14 482 0 0 0 0 2
2LJJ_A - 1.00 1.00 1.00 8 343 2 0 0 2 0
2LK3_A - 0.95 0.90 1.00 9 267 0 0 0 0 1
2LKR_A - 0.84 0.79 0.89 31 6070 6 0 4 2 8
2LQZ_A - 0.85 0.82 0.90 9 341 1 1 0 0 2
2LWK_A - 0.88 0.85 0.92 11 484 1 0 1 0 2
2RP0_A - 0.64 0.42 1.00 5 346 0 0 0 0 7
2RPT_A - 1.00 1.00 1.00 7 183 0 0 0 0 0
2RRC_A - 0.83 0.70 1.00 7 224 0 0 0 0 3
2WRQ_Y 0.57 0.59 0.56 10 2832 13 5 3 5 7
2WW9_D - 0.39 0.23 0.67 6 1944 3 2 1 0 20
2WW9_E - 0.00 0.00 0.00 0 561 0 0 0 0 14
2WW9_F - 0.59 0.60 0.60 6 290 4 0 4 0 4
2WWQ_V 0.78 0.68 0.90 19 2905 4 0 2 2 9
2XKV_B 0.51 0.50 0.53 10 4541 25 0 9 16 10
2XQD_Y 0.78 0.70 0.86 19 2828 3 0 3 0 8
2XXA_G 0.13 0.12 0.15 5 5117 29 1 28 0 37
2Y8W_B - 1.00 1.00 1.00 6 184 3 0 0 3 0
2Y9C_V - 0.66 0.63 0.71 15 2257 8 1 5 2 9
2YIE_X - 0.73 0.67 0.80 8 1368 3 1 1 1 4
2YIE_Z - 0.43 0.42 0.45 5 1529 6 3 3 0 7
2ZY6_A - 0.58 0.58 0.58 7 691 5 0 5 0 5
2ZZM_B 0.53 0.47 0.60 15 3461 10 2 8 0 17
2ZZN_D 0.82 0.78 0.88 21 2461 3 0 3 0 6
3A2K_C 0.44 0.43 0.46 12 2900 14 2 12 0 16
3A3A_A 0.87 0.76 1.00 28 3627 0 0 0 0 9
3ADB_C - 0.92 0.84 1.00 32 4154 0 0 0 0 6
3AKZ_H 0.39 0.39 0.41 11 2674 17 4 12 1 17
3AM1_B - 0.68 0.63 0.73 22 3210 8 1 7 0 13
3AMU_B 0.65 0.59 0.73 16 2981 8 0 6 2 11
3DW4_A - -0.02 0.00 0.00 0 345 6 0 6 0 10
3G4S_9 0.30 0.25 0.38 14 7344 23 1 22 0 43
3GCA_A - 0.49 0.29 0.83 5 522 1 0 1 0 12
3GX2_A 0.77 0.63 0.96 25 4345 2 0 1 1 15
3HAY_E - 0.91 0.83 1.00 15 2263 6 0 0 6 3
3HJW_D - 0.94 0.89 1.00 16 1637 2 0 0 2 2
3IAB_R - 0.86 0.86 0.86 12 1021 4 1 1 2 2
3ID5_D - 0.49 0.33 0.75 3 492 6 0 1 5 6
3IVN_B 0.78 0.61 1.00 19 2327 0 0 0 0 12
3IWN_A 0.80 0.67 0.96 22 4255 1 0 1 0 11
3IYQ_A 0.34 0.37 0.32 35 60615 80 21 55 4 59
3IZ4_A 0.52 0.45 0.61 60 70777 44 4 35 5 72
3IZF_C 0.68 0.61 0.77 33 6860 10 1 9 0 21
3J0L_h - 0.75 0.65 0.88 28 6073 6 0 4 2 15
3J0L_g - 0.00 0.00 0.00 0 464 1 1 0 0 4
3J0L_8 - 0.93 0.88 1.00 7 183 0 0 0 0 1
3J0L_a - 0.50 0.44 0.58 7 1116 5 2 3 0 9
3J0L_2 - 0.25 0.24 0.28 8 6187 26 0 21 5 25
3J0L_1 - 0.73 0.58 0.92 11 1213 2 0 1 1 8
3J0L_7 - -0.01 0.00 0.00 0 1218 7 0 7 0 17
3J16_L 0.46 0.40 0.55 12 2753 10 1 9 0 18
3JYV_7 -0.01 0.00 0.00 0 2830 20 0 20 0 32
3JYX_3 0.28 0.30 0.27 8 6298 23 8 14 1 19
3JYX_4 0.20 0.21 0.20 7 12211 35 6 22 7 26
3KTW_C - 0.44 0.40 0.50 17 4526 18 2 15 1 26
3LA5_A 0.78 0.62 1.00 21 2464 0 0 0 0 13
3NDB_M - 0.81 0.72 0.92 44 9132 5 0 4 1 17
3NKB_B - 0.54 0.50 0.59 13 1994 9 0 9 0 13
3NMU_E - 0.71 0.50 1.00 3 558 3 0 0 3 3
3NPB_A 0.76 0.70 0.84 32 6983 8 1 5 2 14
3O58_2 0.78 0.76 0.81 29 7224 10 2 5 3 9
3O58_3 0.28 0.26 0.31 9 12374 20 3 17 0 26
3OVB_D - 1.00 1.00 1.00 11 584 1 0 0 1 0
3OVS_D - 0.96 0.92 1.00 12 549 0 0 0 0 1
3P22_G - 0.96 0.92 1.00 11 730 1 0 0 1 1
3PDR_A 0.69 0.60 0.80 43 12826 13 0 11 2 29
3R4F_A - 0.79 0.76 0.83 19 2122 4 1 3 0 6
3R9X_C - 0.84 0.80 0.89 8 586 2 0 1 1 2
3RKF_A 0.73 0.59 0.91 20 2189 2 1 1 0 14
3SD1_A 0.57 0.48 0.69 20 3887 9 2 7 0 22
3SIU_F - 0.74 0.64 0.88 7 370 1 0 1 0 4
3SN2_B 0.96 0.92 1.00 11 395 0 0 0 0 1
3TRZ_Z - 0.91 0.83 1.00 5 205 1 0 0 1 1
3TS0_U - 1.00 1.00 1.00 6 247 1 0 0 1 0
3TS2_V - 1.00 1.00 1.00 5 271 0 0 0 0 0
3U4M_B - 0.59 0.46 0.77 17 3138 5 0 5 0 20
3UZL_B 0.70 0.54 0.91 20 3548 2 0 2 0 17
3VJR_D - 0.96 0.92 1.00 12 618 0 0 0 0 1
4A1C_2 0.16 0.15 0.17 5 11751 33 5 20 8 28
4A1C_3 0.66 0.57 0.78 31 7100 9 1 8 0 23
4A4U_A - 1.00 1.00 1.00 9 222 0 0 0 0 0
4AOB_A 0.44 0.36 0.56 15 4344 13 1 11 1 27
4ENB_A 0.73 0.58 0.92 11 1263 1 1 0 0 8
4ENC_A 0.73 0.58 0.92 11 1314 1 1 0 0 8

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Performance of RNAshapes - scored lower in this pairwise comparison

1. Total counts & total scores for RNAshapes

Total Base Pair Counts
Total TP 1630
Total TN 399863
Total FP 719
Total FP CONTRA 81
Total FP INCONS 513
Total FP COMP 125
Total FN 1178
Total Scores
MCC 0.650
Average MCC ± 95% Confidence Intervals 0.704 ± 0.052
Sensitivity 0.580
Positive Predictive Value 0.733
Nr of predictions 118

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2. Individual counts for RNAshapes [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2K5Z_A - 1.00 1.00 1.00 11 395 0 0 0 0 0
2K63_A - 0.95 0.90 1.00 9 397 0 0 0 0 1
2K66_A - 0.95 0.90 1.00 9 222 0 0 0 0 1
2KD8_A - 1.00 1.00 1.00 9 222 0 0 0 0 0
2KDQ_B 0.95 0.91 1.00 10 396 0 0 0 0 1
2KE6_A 0.97 0.95 1.00 18 1110 1 0 0 1 1
2KEZ_A - 0.89 0.80 1.00 8 268 0 0 0 0 2
2KFC_A - -0.02 0.00 0.00 0 623 7 0 7 0 20
2KGP_A - 1.00 1.00 1.00 9 291 1 0 0 1 0
2KMJ_A - 1.00 1.00 1.00 11 367 0 0 0 0 0
2KPV_A - 0.96 0.92 1.00 12 549 0 0 0 0 1
2KRL_A - 0.76 0.60 0.96 24 5126 5 0 1 4 16
2KU0_A - 0.83 0.69 1.00 11 692 0 0 0 0 5
2KUR_A 0.95 0.90 1.00 19 1109 0 0 0 0 2
2KUU_A 0.92 0.86 1.00 18 1110 1 0 0 1 3
2KUV_A 0.93 0.86 1.00 19 1109 0 0 0 0 3
2KUW_A 0.95 0.90 1.00 19 1109 0 0 0 0 2
2KX8_A 0.91 0.83 1.00 15 846 0 0 0 0 3
2KXM_A - 0.83 0.70 1.00 7 344 0 0 0 0 3
2KZL_A - 0.86 0.74 1.00 14 1471 0 0 0 0 5
2L1F_A 0.87 0.83 0.91 20 2058 2 0 2 0 4
2L1F_B 0.96 0.92 1.00 23 2122 0 0 0 0 2
2L2K_A - 0.92 0.84 1.00 16 845 0 0 0 0 3
2L3C_B - 0.91 0.82 1.00 14 547 0 0 0 0 3
2L3E_A - 0.96 0.92 1.00 12 583 1 0 0 1 1
2L3J_B 0.92 0.85 1.00 29 2456 0 0 0 0 5
2L5Z_A - 0.86 0.75 1.00 9 316 0 0 0 0 3
2L94_A 0.97 0.95 1.00 19 971 0 0 0 0 1
2LA5_A - 0.39 0.26 0.63 5 622 3 1 2 0 14
2LBS_A - 1.00 1.00 1.00 14 482 0 0 0 0 0
2LC8_A 0.61 0.55 0.69 11 1524 5 0 5 0 9
2LDL_A - 0.90 0.82 1.00 9 342 1 0 0 1 2
2LDT_A - 0.85 0.73 1.00 11 454 0 0 0 0 4
2LHP_A - 0.97 0.94 1.00 15 651 0 0 0 0 1
2LI4_A - 0.93 0.88 1.00 14 482 0 0 0 0 2
2LJJ_A - 1.00 1.00 1.00 8 343 2 0 0 2 0
2LK3_A - 0.95 0.90 1.00 9 267 0 0 0 0 1
2LKR_A - 0.93 0.87 1.00 34 6071 1 0 0 1 5
2LQZ_A - 0.85 0.82 0.90 9 341 1 1 0 0 2
2LWK_A - 0.83 0.77 0.91 10 485 1 0 1 0 3
2RP0_A - 0.64 0.42 1.00 5 346 0 0 0 0 7
2RPT_A - 1.00 1.00 1.00 7 183 0 0 0 0 0
2RRC_A - 0.70 0.50 1.00 5 226 0 0 0 0 5
2WRQ_Y 0.59 0.59 0.59 10 2833 12 4 3 5 7
2WW9_D - 0.16 0.12 0.25 3 1941 9 4 5 0 23
2WW9_E - 0.53 0.29 1.00 4 557 0 0 0 0 10
2WW9_F - 0.59 0.60 0.60 6 290 4 0 4 0 4
2WWQ_V 0.76 0.68 0.86 19 2904 5 0 3 2 9
2XKV_B 0.51 0.50 0.53 10 4541 22 0 9 13 10
2XQD_Y 0.64 0.56 0.75 15 2830 5 0 5 0 12
2XXA_G 0.93 0.86 1.00 36 5115 0 0 0 0 6
2Y8W_B - 1.00 1.00 1.00 6 184 1 0 0 1 0
2Y9C_V - 0.65 0.63 0.68 15 2256 8 1 6 1 9
2YIE_X - 0.25 0.25 0.27 3 1367 11 1 7 3 9
2YIE_Z - -0.01 0.00 0.00 0 1525 15 3 12 0 12
2ZY6_A - 0.58 0.58 0.58 7 691 5 0 5 0 5
2ZZM_B 0.10 0.09 0.12 3 3460 23 0 23 0 29
2ZZN_D 0.69 0.63 0.77 17 2463 5 1 4 0 10
3A2K_C 0.42 0.39 0.46 11 2902 13 2 11 0 17
3A3A_A 0.76 0.65 0.89 24 3628 3 0 3 0 13
3ADB_C - 0.67 0.61 0.74 23 4155 8 0 8 0 15
3AKZ_H 0.68 0.61 0.77 17 2679 6 1 4 1 11
3AM1_B - 0.64 0.60 0.70 21 3210 9 1 8 0 14
3AMU_B 0.70 0.59 0.84 16 2984 5 0 3 2 11
3DW4_A - -0.02 0.00 0.00 0 348 3 0 3 0 10
3G4S_9 0.41 0.32 0.53 18 7347 16 1 15 0 39
3GCA_A - 0.54 0.29 1.00 5 523 0 0 0 0 12
3GX2_A 0.76 0.63 0.93 25 4344 3 0 2 1 15
3HAY_E - 0.91 0.83 1.00 15 2263 4 0 0 4 3
3HJW_D - 0.94 0.89 1.00 16 1637 0 0 0 0 2
3IAB_R - 0.92 0.86 1.00 12 1023 0 0 0 0 2
3ID5_D - 0.44 0.33 0.60 3 491 5 0 2 3 6
3IVN_B 0.78 0.61 1.00 19 2327 0 0 0 0 12
3IWN_A 0.76 0.67 0.88 22 4253 3 0 3 0 11
3IYQ_A 0.26 0.28 0.24 26 60619 83 21 60 2 68
3IZ4_A 0.52 0.45 0.60 60 70776 45 6 34 5 72
3IZF_C 0.59 0.52 0.68 28 6862 13 1 12 0 26
3J0L_h - 0.75 0.60 0.93 26 6077 4 0 2 2 17
3J0L_g - -0.01 0.00 0.00 0 461 4 1 3 0 4
3J0L_8 - 0.93 0.88 1.00 7 183 0 0 0 0 1
3J0L_a - 0.23 0.19 0.30 3 1118 7 1 6 0 13
3J0L_2 - 0.38 0.36 0.40 12 6186 20 3 15 2 21
3J0L_1 - 0.76 0.63 0.92 12 1212 2 0 1 1 7
3J0L_7 - -0.01 0.00 0.00 0 1213 12 0 12 0 17
3J16_L 0.50 0.40 0.63 12 2756 7 0 7 0 18
3JYV_7 -0.01 0.00 0.00 0 2830 20 0 20 0 32
3JYX_3 0.63 0.63 0.63 17 6301 21 1 9 11 10
3JYX_4 0.31 0.30 0.31 10 12214 35 5 17 13 23
3KTW_C - 0.39 0.35 0.45 15 4527 19 1 17 1 28
3LA5_A 0.76 0.59 1.00 20 2465 0 0 0 0 14
3NDB_M - 0.82 0.72 0.94 44 9133 4 0 3 1 17
3NKB_B - 0.61 0.54 0.70 14 1996 6 0 6 0 12
3NMU_E - 0.54 0.50 0.60 3 556 5 0 2 3 3
3NPB_A 0.77 0.63 0.94 29 6990 4 1 1 2 17
3O58_2 0.60 0.61 0.59 23 7221 18 4 12 2 15
3O58_3 0.34 0.34 0.34 12 12368 37 2 21 14 23
3OVB_D - 1.00 1.00 1.00 11 584 1 0 0 1 0
3OVS_D - 0.96 0.92 1.00 12 549 0 0 0 0 1
3P22_G - 0.96 0.92 1.00 11 730 0 0 0 0 1
3PDR_A 0.67 0.56 0.80 40 12830 12 0 10 2 32
3R4F_A - 0.96 0.92 1.00 23 2122 0 0 0 0 2
3R9X_C - 0.84 0.80 0.89 8 586 2 0 1 1 2
3RKF_A 0.76 0.59 1.00 20 2191 0 0 0 0 14
3SD1_A 0.64 0.52 0.79 22 3888 6 1 5 0 20
3SIU_F - 0.85 0.73 1.00 8 370 0 0 0 0 3
3SN2_B 0.96 0.92 1.00 11 395 0 0 0 0 1
3TRZ_Z - 0.91 0.83 1.00 5 205 1 0 0 1 1
3TS0_U - 1.00 1.00 1.00 6 247 1 0 0 1 0
3TS2_V - 1.00 1.00 1.00 5 271 0 0 0 0 0
3U4M_B - 0.38 0.32 0.46 12 3134 14 0 14 0 25
3UZL_B 0.39 0.32 0.48 12 3545 13 2 11 0 25
3VJR_D - 0.96 0.92 1.00 12 618 0 0 0 0 1
4A1C_2 0.14 0.15 0.14 5 11746 41 5 25 11 28
4A1C_3 0.68 0.57 0.82 31 7102 7 1 6 0 23
4A4U_A - 1.00 1.00 1.00 9 222 0 0 0 0 0
4AOB_A 0.50 0.40 0.63 17 4344 11 2 8 1 25
4ENB_A 0.70 0.58 0.85 11 1262 2 1 1 0 8
4ENC_A 0.32 0.26 0.42 5 1314 7 1 6 0 14

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Matthews Correlation Coeffient, Sensitivity and Positive Predictive Value have been calculated based on the paper by Gardener & Giegerich, 2004.