CMS b-tagging and vertexing (BTV) resultslink

Note: This page includes the public result originated from the old decommissioned BTV Physics Results TWiki

Standard BTV publicationslink

Title	CADI Entry (restricted)	Link	Reference	Remark
Performance of heavy-flavour jet identification in boosted topologies in proton-proton collisions at 13 TeV	BTV-22-001	CDS		13 TeV, 2016-2018
A new calibration method for charm jet identification validated with proton-proton collision events at 13 TeV	BTV-20-001	arXiv	JINST 17 (2022) P03014	13 TeV, 2017
Identification of heavy-flavour jets with the CMS detector in pp collisions at 13 TeV	BTV-16-002	arXiv	JINST 13 (2018) P05011	13 TeV, 2016
Identification of b-quark jets with the CMS experiment	BTV-12-001	arXiv	JINST 8 (2013) P04013	8 TeV

Title	CADI Entry (restricted)	Link	Reference	Remark
Jet Flavour Classification Using DeepJet	BTV-20-002	arXiv	JINST 15 (2020) P12012	13 TeV Phase-I detector, Simulation only

Topic	DP number	CDS entry	Wiki page	Approved plots	Remarks
Early Run 3 commissioning	DP-2023-012	CDS	wiki	plots	Run 3 2022 (7.65fb⁻¹)
Performance of DeepJet algorithm at HLT using Run 3 data	DP-2023-018	CDS	wiki		Run 3 2022 (35.1fb⁻¹)
Efficiency of the ParticleNet b-tagging algorithm used in the CMS High-Level Trigger in 2022 and 2023	DP-2023-089	CDS	twiki		Run 3 2022 (35.1fb⁻¹)
b-hive: a modular training framework for state-of-the-art object-tagging within the Python ecosystem at the CMS experiment	CMS-DP-2024/020	CDS	twiki		Simulation only
Run 3 commissioning results of heavy-flavor jet tagging at √s=13.6 TeV with CMS data using a modern framework for data processing	DP-2024-024	CDS	wiki	plots	Run 3 2022+2023 (61.7fb⁻¹) data + simulation
Performance summary of AK4 jet b tagging with data from 2022 proton-proton collisions at 13.6 TeV with the CMS detector	CMS-DP-2024/025	CDS			Run 3 2022
A unified approach for jet tagging in Run 3 at √s=13.6 TeV in CMS	CMS-DP-2024/066	CDS			Run 3 2023 Simulation only
Jet tagging performance in Run 3 PbPb collisions at 5.36 TeV in CMS	CMS-DP-2024/088	CDS	wiki	plots	Run 3 2023 PbPb Simulation only

Topic	DP number	CDS entry	Approved plots	Remarks
Efficiency parameterization of b-tagging classifier using Graph Neural Networks	CMS-DP-2022/051	link	plots	Simulation only
Transformer models for heavy flavor jet identification	CMS-DP-2022/050	link		Simulation only
Adversarial training for b-tagging algorithms in CMS	CMS-DP-2022/049	link		Legacy 2017 data
Expected Performance of Run-3 HLT b-quark jet identification	CMS-DP-2022/030	link	plots	Run3 Simulation only

Topic	DP number	CDS entry	Wiki page	Approved plots	Remarks
AK4CHS jets b-tagging SFs	DP-2023-005	link	link	link	Run2 Ultra Legacy (138fb⁻¹)
AK4CHS jets c-tagging SFs	DP-2023-006	link	link	link	Run2 Ultra Legacy (138fb⁻¹)
Performance of the mass-decorrelated DeepDoubleX classifier for double-b and double-c large-radius jets with the CMS detector	CMS-DP-2022/041	link
Calibration of the mass-decorrelated ParticleNet tagger for boosted bb̅ and cc̅ jets using LHC Run 2 data	CMS DP-2022/005	link		plots	Legacy Run2 data

Topic	CADI Entry (restricted)	CDS Entry	Approved Plots	Remark
---	---	---	---	---
B-tagging performance of the CMS Legacy dataset 2018	CMS DP-2021/004	link	plots	2018 Legacy vs. EOY performance
Performance of b tagging algorithms in proton-proton collisions at 13 TeV with Phase 1 CMS detector	CMS DP-2018/033	link	plots	Early 2018 data + 2017 data
Performance of Deep Tagging Algorithms for Boosted Double Quark Jet Topology in Proton-Proton Collisions at 13 TeV with the Phase-0 CMS Detector	CMS DP-2018/046	link	plots	Phase 0 detector, simulation only

Topic	CADI Entry (restricted)	CDS Entry	Approved Plots	Remark
Efficiency parameterization of b-tagging classifier using Graph Neural Networks	CMS-DP-2022/051	link	plots	Simulation only
Transformer models for heavy flavor jet identification	CMS-DP-2022/050	link		Simulation only
Adversarial training for b-tagging algorithms in CMS	CMS-DP-2022/049	link		Legacy 2017 data
Expected Performance of Run-3 HLT b-quark jet identification	CMS-DP-2022/030	link	plots	Run3 Simulation only

Topic	CADI Entry (restricted)	CDS Entry	Approved Plots	Additional Plots
b-jet Identification in the CMS experiment (2011 data)	CMS PAS BTV-11-004	link	plots
Measurement of the b-tagging efficiency using $t\bar t$ events (2011 data)	CMS PAS BTV-11-003	link	plots	plots for diff techniques
Commissioning of b-jet identification with pp collisions (2010 data)	CMS PAS BTV-10-001	link	plots

Topic	CADI Entry (Restricted)	CDS link	Approved plots	Remark
Identification of b jets using boosted decision trees	CMS PASBTV-16-001	link	plots	25ns 2015 Reprocessed 76X data (Moriond)
Identification of double-b quark jets in boosted event topologies	CMS PASBTV-15-002	link	plots	25ns 2015 Reprocessed 76X data (Moriond)
Identification of b quark jets at the CMS Experiment in the LHC Run 2	CMS PASBTV-15-001	link	plots	25ns 2015 Reprocessed 76X data (Moriond)
Performance of b-tagging algorithms in 13TeVpp collisions with a bunch spacing of 25ns	CMS DP-2015/056	link	plots	25ns 2015 data (December Jamboree)
Performance of b-tagging algorithms in 13TeVpp collisions with a bunch spacing of 50ns	CMS DP-2015/045	link	plots	50ns data
b-tagging in boosted topology events at 13TeV	CMS DP-2015/038	link	plots	simulation only (superseded byBTV-15-002)
b-tagging at HLT			plots	look for 'HLT b-tagging Performance for CHEP2015'

Topic	CADI Entry (restricted)	CDS Entry	Approved Plots	Additional Plots
Performance of b tagging in boosted topology events	CMS DP-2014/031	iCMS link	plots
Performance of b tagging atTeVin multijet,and boosted topology events	CMS PASBTV-13-001	link	plots	plots
Results on b-tagging identification in 8TeVpp collisions (Moriond 2013)	CMS DP-2013/005	link	plots

Topic	CADI Entry (restricted)	CDS Entry	Approved Plots	Additional Plots
b-jet Identification in the CMS experiment (2011 data)	CMS PASBTV-11-004	link	plots
Measurement of the b-tagging efficiency usingevents (2011 data)	CMS PASBTV-11-003	link	plots	plots
Commissioning of b-jet identification with pp collisions (2010 data)	CMS PASBTV-10-001	link	plots
Distributions of B-tag observables and event display from 7 TeV data	DP-2010/015	link	plots
Event display from the 2009 run with a reconstructed secondary vertex	DP-2010/003	link	plots

Topic	CADI Entry (restricted)	CDS Entry	Approved Plots
Description and performance of CMS track & PV reconstruction	TRK-10-001	link	link
MC studies		link	link