Multi-person Pose Tracking on PoseTrack 2017 (val)

80.7mAP

MDPN-152

Updated 4d ago

Evaluation Results

Method
MDPN-152 2018.11	80.7	77.5	71.4	66	-	-	-	-	-
FlowTrack - 152 2018.11	76.7	72.4	67.1	65.4	-	-	-	-	-
GNN-based pose dynamics learning 2021.06	73.4	63.5	63.5	-	82	83.1	73.4	72.3	71.3
Model I-B 2018.11	72.6	65	62.7	62.7	-	-	-	-	-
FlowTrack - 50 2018.11	72.4	66	61.7	62.9	-	-	-	-	-
TKMRNet 2021.06	72.2	63.6	60.8	-	81	82.9	69.8	72	71.1
STEmbedding 2020.03	71.8	61.1	64.5	-	78.7	79.2	71.2	74.5	69.7
ST-Embed 2021.06	71.8	61.1	64.5	-	78.7	79.2	71.2	74.5	69.7
3D Video HRNet 2020.03	71.6	63.8	62	-	80.5	80.9	71.6	70.1	68.2
CombDet 2021.06	71.6	63.8	62	-	80.5	80.9	71.6	70.1	72.2
Model II-B 2018.11	71.5	62.9	60.9	61.3	-	-	-	-	-
JointFlow 2018.11	69.3	-	-	59.8	-	-	-	-	-
PGPT 2021.06	68.4	71.5	59	-	75.4	77.2	69.4	65.8	67.2
PoseFlow 2018.11	66.5	61.1	61.3	58.3	-	-	-	-	-
Model I-B 2018.11	66.3	56.8	56.8	59.4	-	-	-	-	-
FlowTrack 2020.03	65.4	56.1	53.5	-	73.9	75.9	63.7	65.5	65.1
FlowTrack 2021.06	65.4	56.1	53.5	-	73.9	75.9	63.7	65.5	65.1
Model II-B 2018.11	64.6	55	53.5	58.4	-	-	-	-	-
FastPose 2020.03	63.2	-	-	-	-	-	-	-	-
STAF 2020.03	62.7	-	-	-	-	-	-	-	-
STAF 2021.06	62.7	-	-	-	-	-	-	-	-
TML++ 2020.03	61.3	50.7	44.5	-	75.5	75.1	62.9	60	53.4
Detect-and-track 2018.11	60.6	51.7	49.8	55.2	-	-	-	-	-
JointFlow 2020.03	59.8	-	-	-	-	-	-	-	-
PoseFlow 2020.03	58.3	51.6	50.5	-	59.8	67	59.8	60	58.4
PoseFlow 2021.06	58.3	51.6	50.5	-	59.8	67	59.8	60	58.4
BUTD 2021.06	56.4	45.1	37.5	-	71.5	70.3	56.3	55.5	50.8
Detect&Track 2020.03	55.2	45.7	45.7	-	61.7	65.5	57.3	54.3	53.1
DAT 2021.06	55.2	45.7	45.7	-	61.7	65.5	57.3	54.3	53.1
ArtTrack 2021.06	53.4	43.7	41.7	-	66.2	64.2	53.2	53	51.6