A Benchmark for RNA-seq Quantification Pipelines



Metrics of Summitted Quantification Pipelines

Information included: one number metrics (columns 2-15), visualization reports of metrics (column 1) and submitting information (columns 16-20).
Once another pipeline submitted, its results will be automatically updated when estimation finishes.

*More details or customized evaluation refer to our paper and Bioconductor package rnaseqcomp.

SIMULATION: 15 reps


nickname SD low SD med SD high NE k=1 NN k=1 NE k=3 NN k=3 TxDiff low TxDiff med TxDiff high deFC low deFC med deFC high pAUC Run time Run mem Pipeline full name logs Submit user

Prepare quantification for SIMULATION dataset!


SIMULATION: 8 reps, confounded


nickname SD low SD med SD high NE k=1 NN k=1 NE k=3 NN k=3 TxDiff low TxDiff med TxDiff high deFC low deFC med deFC high pAUC Run time Run mem Pipeline full name logs Submit user

Prepare quantification for SIMULATION confounded dataset!


ENCODE: 2 reps, high depth


nickname SD low SD med SD high NE k=1 NN k=1 NE k=3 NN k=3 TxDiff low TxDiff med TxDiff high deFC low deFC med deFC high pAUC Run time Run mem Pipeline full name logs Submit user

Prepare quantification for ENCODE dataset!


ORIGINAL SIMULATION: 15 reps


nickname SD low SD med SD high NE k=1 NN k=1 NE k=3 NN k=3 TxDiff low TxDiff med TxDiff high deFC low deFC med deFC high pAUC Run time Run mem Pipeline full name logs Submit user

Prepare quantification for ORIGINAL SIMULATION dataset!


* We recommend to use the new SIMULATION dataset and previous three tabs for any further evaluation.

ORIGINAL SIMULATION: 8 reps


nickname SD low SD med SD high NE k=1 NN k=1 NE k=3 NN k=3 TxDiff low TxDiff med TxDiff high deFC low deFC med deFC high pAUC Run time Run mem Pipeline full name logs Submit user

Prepare quantification for ORIGINAL SIMULATION confounded dataset!


* We recommend to use the new SIMULATION dataset and previous three tabs for any further evaluation.


Abbreviation



Note: Time and memory costs are based on quantification process and alignment process (if used) of 1st sample in each dataset.
Estimation is based on 8 parallel cores for SIMULATION datasets and 12 cores for ENCODE dataset.



Submit quantification
Submitter name:
Email address:
Pipeline full name:
Pipeline nickame (A-Za_z0-9):
Time cost (1st sample only):
Memory cost (1st sample only):
Select dataset:
Upload quantification:
log text for running parameters:

or

Please do not go back or close this window after submission. Process takes up to 5 minutes to finish.







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