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Model Zoo

Gait3D-Parsing

Input Size: 64x44

Method Rank@1 Rank@5 mAP mINP download
GaitSet(AAAI2019)) 55.90 75.60 46.69 25.61 model
GaitPart(CVPR2020) 43.00 63.20 33.91 18.31 model
GLN(ECCV2020) 45.70 67.10 38.56 20.13 model
GaitGL(ICCV2021) 47.70 67.20 36.23 19.35 model
SMPLGait(CVPR2022) 60.60 80.10 52.29 29.61 model
MTSGait(ACMMM2023) 61.20 78.60 52.81 29.53 model
GaitBase-vanilla(CVPR2023) 71.20 87.30 64.08 38.11 model
ParsingGait(ACMMM2023) 76.20 89.10 68.15 41.32 model

Gait3D

Input Size: 128x88(64x44)

Method Rank@1 Rank@5 mAP mINP download
GaitSet(AAAI2019)) 42.60(36.70) 63.10(58.30) 33.69(30.01) 19.69(17.30) model-128(model-64)
GaitPart(CVPR2020) 29.90(28.20) 50.60(47.60) 23.34(21.58) 13.15(12.36) model-128(model-64)
GLN(ECCV2020) 42.20(31.40) 64.50(52.90) 33.14(24.74) 19.56(13.58) model-128(model-64)
GaitGL(ICCV2021) 23.50(29.70) 38.50(48.50) 16.40(22.29) 9.20(13.26) model-128(model-64)
OpenGait Baseline* 47.70(42.90) 67.20(63.90) 37.62(35.19) 22.24(20.83) model-128(model-64)
SMPLGait(CVPR2022) 53.20(46.30) 71.00(64.50) 42.43(37.16) 25.97(22.23) model-128(model-64)
MTSGait(ACMMM2023) --(48.70) --(67.10) --(37.63) --(21.92) model-64
XGait(ACMMM2024) --(80.50) --(91.90) --(73.30) --(55.40) model-64

*It should be noticed that OpenGait Baseline is equal to SMPLGait w/o 3D in our paper.

Cross Domain

Datasets in the Wild (GaitSet, 64x44)

Source Target Rank@1 Rank@5 mAP
GREW (official split) Gait3D 15.80 30.20 11.83
GREW (our split) 16.50 31.10 11.71
Gait3D GREW (official split) 18.81 32.25 ~
GREW (our split) 43.86 60.89 28.06