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ResearchFormerly WizWand

Crowd Counting on UCF-QNRF

81.1MAEMRC-Crowd
77.448102.099126.75151.401Nov 18, 2019Nov 22, 2020Nov 28, 2021Dec 4, 2022Dec 10, 2023Dec 15, 2024Dec 21, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MRC-CrowdVenue=T-CSVT'24, Labeled Percentage=40%2025.0381.1131.5
TMTBVenue=Ours, Labeled Percentage=40%2025.0381.4140.6
SGANetCurriculum Loss=true2019.1187.6152.5
SGANet2019.1189.1150.6
SRRNetYear=2023, Supervision Type=FS, Parameters (M)=66.142025.1289.5162.9
DACountVenue=ACM MM'22, Labeled Percentage=40%2025.0391.1153.4
TMTBVenue=Ours, Labeled Percentage=10%2025.0391.7156.3
MRC-CrowdVenue=T-CSVT'24, Labeled Percentage=10%2025.0393.4153.2
TCFormerYear=2025, Supervision Type=NF, Parameters (M)=5.522025.1293.566162.694
SALCrowdVenue=ACM MM'24, Labeled Percentage=40%2025.0395167
Inception-v3status=modified2019.1195.6165.4
TMTBVenue=Ours, Labeled Percentage=5%2025.0396.3163.4
OT-MVenue=CVPR'23, Labeled Percentage=40%2025.03100.6167.6
Wan et al.2019.11101176
MRC-CrowdVenue=T-CSVT'24, Labeled Percentage=5%2025.03101.4171.3
SFCNYear=2021, Supervision Type=FS, Parameters (M)=38.62025.12102171.4
CUVenue=ICCV'23, Labeled Percentage=10%2025.03104164.3
RAQNetYear=2024, Supervision Type=FS, Parameters (M)=42.772025.12106.5186.1
SALCrowdVenue=ACM MM'24, Labeled Percentage=10%2025.03106.7171.3
Zhang et al.Year=2024, Supervision Type=NF2025.12106.7171.3
CANNet2019.11107183
SDANetYear=2024, Supervision Type=FS, Parameters (M)=56.52025.12107.3195.5
DACountVenue=ACM MM'22, Labeled Percentage=10%2025.03109187.2
ANF2019.11110174
LMSNetYear=2024, Supervision Type=FS, Parameters (M)=0.732025.12110.7178.7
RANet2019.11111190
LMSFFNetYear=2024, Supervision Type=FS, Parameters (M)=2.882025.12112.8372.8
TEDNet2019.11113188
OT-MVenue=CVPR'23, Labeled Percentage=10%2025.03113.1186.7
OT-MYear=2023, Supervision Type=NF2025.12113.1186.7
DADNet2019.11113.2189.4
DACountYear=2022, Supervision Type=NF2025.12115.1193.5
OT-MVenue=CVPR'23, Labeled Percentage=5%2025.03118.4195.4
DACountVenue=ACM MM'22, Labeled Percentage=5%2025.03120.2209.3
DLPTNetYear=2024, Supervision Type=FS, Parameters (M)=110.92025.12121225.8
RepMobileNetYear=2024, Supervision Type=FS, Parameters (M)=3.412025.12122.5201.6
MTCPVenue=T-NNLS'23, Labeled Percentage=10%2025.03124.7206.3
PDDNetYear=2024, Supervision Type=FS, Parameters (M)=1.12025.12130.2246.6
SUAVenue=ICCV'21, Labeled Percentage=40%2025.03130.3226.3
DHMoEYear=2025, Supervision Type=FS, Parameters (M)=5.862025.12132.1253.6
MRLYear=2023, Supervision Type=NF2025.12132.5221.2
TinyCountYear=2024, Supervision Type=FS, Parameters (M)=0.062025.12134.7223.3
L2RVenue=CVPR'18, Labeled Percentage=40%2025.03145.1256.1
MTVenue=NIPS'17, Labeled Percentage=10%2025.03145.5250.3
MTVenue=NIPS'17, Labeled Percentage=40%2025.03147.2247.6
L2RVenue=CVPR'18, Labeled Percentage=10%2025.03148.9249.8
L2RVenue=CVPR'18, Labeled Percentage=5%2025.03160.1272.3
MTVenue=NIPS'17, Labeled Percentage=5%2025.03172.4284.9