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

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric Sfold NanoFolder
MCC 0.451 > 0.427
Average MCC ± 95% Confidence Intervals 0.467 ± 0.191 < 0.470 ± 0.376
Sensitivity 0.442 < 0.519
Positive Predictive Value 0.474 > 0.365
Total TP 46 < 54
Total TN 8156 > 8105
Total FP 64 < 113
Total FP CONTRA 15 < 31
Total FP INCONS 36 < 63
Total FP COMP 13 < 19
Total FN 58 > 50
P-value 0.0

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Performance plots


  1. Comparison of performance of Sfold and NanoFolder. Positive Predictive Value (PPV) is plotted against sensitivity. Each dot represents a single test of each method. See tables below for raw data (individual counts for Sfold and NanoFolder).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for Sfold and NanoFolder. The whiskers correspond to 95% confidence intervals (CIs). 'n' denotes the number of MCCs used to calculate average MCCs and CIs. See tables below for raw data (individual counts for Sfold and NanoFolder).

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Performance of Sfold - scored higher in this pairwise comparison

1. Total counts & total scores for Sfold

Total Base Pair Counts
Total TP 46
Total TN 8156
Total FP 64
Total FP CONTRA 15
Total FP INCONS 36
Total FP COMP 13
Total FN 58
Total Scores
MCC 0.451
Average MCC ± 95% Confidence Intervals 0.467 ± 0.191
Sensitivity 0.442
Positive Predictive Value 0.474
Nr of predictions 5

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A 0.46 0.39 0.58 7 516 5 0 5 0 11
3U4M_B - 0.49 0.55 0.46 12 1250 14 3 11 0 10
4A1C_2 0.21 0.25 0.19 5 4489 34 8 14 12 15
4AOB_A 0.60 0.59 0.63 17 1410 11 4 6 1 12
4ENC_A 0.57 0.33 1.00 5 491 0 0 0 0 10

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Performance of NanoFolder - scored lower in this pairwise comparison

1. Total counts & total scores for NanoFolder

Total Base Pair Counts
Total TP 54
Total TN 8105
Total FP 113
Total FP CONTRA 31
Total FP INCONS 63
Total FP COMP 19
Total FN 50
Total Scores
MCC 0.427
Average MCC ± 95% Confidence Intervals 0.470 ± 0.376
Sensitivity 0.519
Positive Predictive Value 0.365
Nr of predictions 5

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2LC8_A 0.54 0.61 0.50 11 506 11 1 10 0 7
3U4M_B - 0.77 0.91 0.67 20 1246 12 6 4 2 2
4A1C_2 -0.01 0.00 0.00 0 4469 61 18 29 14 20
4AOB_A 0.39 0.41 0.39 12 1406 20 4 15 1 17
4ENC_A 0.66 0.73 0.61 11 478 9 2 5 2 4

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