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Table 1 Accuracy measurement of SuperRec, ShRec3D and HSA based on real Hi-C data using Spearman’s rank/Pearson’s coefficient between distances calculated from reconstructions and all-pair shortest-path distances computed from contact information

From: Large-scale 3D chromatin reconstruction from chromosomal contacts

Correlation

Method

Chromosome

  

1

2

3

4

5

6

7

8

9

10

11

12

13

14

15

16

17

18

19

20

21

22

X

All

Spearman

SuperRec

0.981

0.986

0.973

0.942

0.971

0.964

0.989

0.993

0.997

0.981

0.987

0.979

0.991

0.992

0.976

0.976

0.973

0.980

0.979

0.974

0.974

0.970

0.982

0.880

 

ShRec3D

0.981

0.983

0.984

0.988

0.985

0.989

0.990

0.987

0.998

0.991

0.977

0.981

0.985

0.991

0.986

0.986

0.974

0.983

0.986

0.982

0.992

0.979

0.990

0.851

 

HSA

0.799

0.916

0.916

0.740

0.857

0.884

0.866

0.952

0.904

0.904

0.892

0.801

0.733

0.891

0.880

0.873

0.759

0.808

0.747

0.841

0.934

0.828

0.892

-

Pearson

SuperRec

0.982

0.985

0.974

0.947

0.974

0.960

0.987

0.993

0.998

0.982

0.989

0.983

0.989

0.992

0.980

0.980

0.978

0.985

0.982

0.972

0.970

0.978

0.981

0.896

 

ShRec3D

0.981

0.978

0.983

0.976

0.977

0.985

0.986

0.988

0.998

0.983

0.983

0.980

0.984

0.990

0.984

0.984

0.974

0.984

0.985

0.980

0.991

0.977

0.979

0.857

 

HSA

0.820

0.915

0.904

0.719

0.812

0.831

0.835

0.935

0.909

0.897

0.879

0.813

0.757

0.893

0.851

0.890

0.790

0.813

0.752

0.786

0.914

0.763

0.836

-