🏏 v5 真实图像姿态检索 · poseclip

800 张真实 val 击球手裁剪 (P8/P9，真实不同相机视角)。query=真实图，看 v5 vs handcrafted-2D 各检索回哪些真实图，标注到 query 的真实视角无关 3D 姿态距离(越小越像)。合成骨架版 · poseclip

真实图像检索 top-5 平均 3D 距离：v5 0.229 vs handcrafted-2D 0.253 (越小越像；16 个 query)。绿框=很像(3D<0.4)、黄=中、红=不像。看 v5 这行更多绿框、且跨不同相机视角仍抓到相似姿态。

逐 query 真实图检索对比

QUERY

v5 top-5

3D d=0.23

3D d=0.23

3D d=0.20

3D d=0.25

3D d=0.19

handcrafted-2D top-5

3D d=0.23

3D d=0.19

3D d=0.25

3D d=0.20

3D d=0.21

QUERY

v5 top-5

3D d=0.36

3D d=0.28

3D d=0.22

3D d=0.29

3D d=0.32

handcrafted-2D top-5

3D d=0.45

3D d=0.37

3D d=0.22

3D d=0.29

3D d=0.30

QUERY

v5 top-5

3D d=0.25

3D d=0.26

3D d=0.41

3D d=0.31

3D d=0.28

handcrafted-2D top-5

3D d=0.26

3D d=0.31

3D d=0.42

3D d=0.44

3D d=0.43

QUERY

v5 top-5

3D d=0.12

3D d=0.14

3D d=0.11

3D d=0.12

3D d=0.15

handcrafted-2D top-5

3D d=0.16

3D d=0.11

3D d=0.12

3D d=0.14

3D d=0.12

QUERY

v5 top-5

3D d=0.15

3D d=0.19

3D d=0.18

3D d=0.18

3D d=0.25

handcrafted-2D top-5

3D d=0.19

3D d=0.25

3D d=0.25

3D d=0.15

3D d=0.18

QUERY

v5 top-5

3D d=0.40

3D d=0.42

3D d=0.31

3D d=0.42

3D d=0.44

handcrafted-2D top-5

3D d=0.27

3D d=0.35

3D d=0.51

3D d=0.51

3D d=0.69

QUERY

v5 top-5

3D d=0.10

3D d=0.17

3D d=0.27

3D d=0.16

3D d=0.18

handcrafted-2D top-5

3D d=0.10

3D d=0.17

3D d=0.27

3D d=0.16

3D d=0.19

QUERY

v5 top-5

3D d=0.00

3D d=0.40

3D d=0.32

3D d=0.26

3D d=0.26

handcrafted-2D top-5

3D d=0.00

3D d=0.35

3D d=0.26

3D d=0.26

3D d=0.38

QUERY

v5 top-5

3D d=0.23

3D d=0.20

3D d=0.20

3D d=0.19

3D d=0.28

handcrafted-2D top-5

3D d=0.35

3D d=0.19

3D d=0.23

3D d=0.34

3D d=0.19

QUERY

v5 top-5

3D d=0.32

3D d=0.20

3D d=0.27

3D d=0.23

3D d=0.21

handcrafted-2D top-5

3D d=0.19

3D d=0.22

3D d=0.23

3D d=0.36

3D d=0.18

QUERY

v5 top-5

3D d=0.29

3D d=0.35

3D d=0.32

3D d=0.18

3D d=0.39

handcrafted-2D top-5

3D d=0.29

3D d=0.37

3D d=0.33

3D d=0.33

3D d=0.34

QUERY

v5 top-5

3D d=0.11

3D d=0.15

3D d=0.12

3D d=0.15

3D d=0.12

handcrafted-2D top-5

3D d=0.15

3D d=0.26

3D d=0.14

3D d=0.17

3D d=0.15

QUERY

v5 top-5

3D d=0.11

3D d=0.22

3D d=0.23

3D d=0.16

3D d=0.16

handcrafted-2D top-5

3D d=0.11

3D d=0.25

3D d=0.28

3D d=0.25

3D d=0.16

QUERY

v5 top-5

3D d=0.11

3D d=0.21

3D d=0.26

3D d=0.33

3D d=0.32

handcrafted-2D top-5

3D d=0.11

3D d=0.26

3D d=0.32

3D d=0.33

3D d=0.27

QUERY

v5 top-5

3D d=0.20

3D d=0.21

3D d=0.21

3D d=0.22

3D d=0.28

handcrafted-2D top-5

3D d=0.20

3D d=0.20

3D d=0.30

3D d=0.21

3D d=0.34

QUERY

v5 top-5

3D d=0.15

3D d=0.14

3D d=0.18

3D d=0.13

3D d=0.18

handcrafted-2D top-5

3D d=0.18

3D d=0.18

3D d=0.17

3D d=0.20

3D d=0.21