🏏 模板检索 side-by-side · v5(MP-2D) vs handcrafted(YOLO-2D)

gallery=114 张 wetransfer 模板，query=18 张 vcricket 真实图。每个 query 看两法各检索回的 top-5 模板。 A=v5 取 MP-投影2D 走 cos sim；B=handcrafted 取 YOLO 原始2D 走镜像不变几何距离。v5-yolo

test_data 视频 query (Video Set 1 + batting, 9 帧)

非cricket
Beautiful capsule wardrobe ideas that br
A · v5 (MP-2D) top-5
cos 0.92
cos 0.91
cos 0.87
cos 0.86
cos 0.86
B · handcrafted (YOLO-2D) top-5
d 0.11
d 0.13
d 0.17
d 0.18
d 0.21
非cricket
Bedroom Decor Ideas 35 Ideas to Copy - P
A · v5 (MP-2D) top-5
cos 0.89
cos 0.87
cos 0.85
cos 0.83
cos 0.82
B · handcrafted (YOLO-2D) top-5
d 0.12
d 0.17
d 0.17
d 0.19
d 0.20
非cricket
Colorful Minimalist Home Styling for 202
A · v5 (MP-2D) top-5
cos 0.84
cos 0.84
cos 0.83
cos 0.82
cos 0.81
B · handcrafted (YOLO-2D) top-5
d 0.15
d 0.23
d 0.24
d 0.25
d 0.26
非cricket
Colorful Minimalist Home Styling for 202
A · v5 (MP-2D) top-5
cos 0.87
cos 0.80
cos 0.79
cos 0.77
cos 0.77
B · handcrafted (YOLO-2D) top-5
d 0.22
d 0.29
d 0.30
d 0.34
d 0.34
非cricket
Save Fresh easy dinner recipes for pract
A · v5 (MP-2D) top-5
cos 0.96
cos 0.94
cos 0.92
cos 0.88
cos 0.88
B · handcrafted (YOLO-2D) top-5
d 0.08
d 0.15
d 0.19
d 0.22
d 0.23
非cricket
Try Fresh summer outfit ideas that are w
A · v5 (MP-2D) top-5
cos 0.81
cos 0.80
cos 0.78
cos 0.78
cos 0.77
B · handcrafted (YOLO-2D) top-5
d 0.14
d 0.17
d 0.22
d 0.22
d 0.25
非cricket
🍽️ Build this guide to fresh social medi
A · v5 (MP-2D) top-5
cos 0.86
cos 0.86
cos 0.79
cos 0.76
cos 0.75
B · handcrafted (YOLO-2D) top-5
d 0.24
d 0.25
d 0.26
d 0.28
d 0.29
YouTube cricket
YTDown_YouTube_CRICKET-Bat-vs-BASEBALL-B
A · v5 (MP-2D) top-5
cos 0.85
cos 0.84
cos 0.83
cos 0.82
cos 0.81
B · handcrafted (YOLO-2D) top-5
d 0.25
d 0.32
d 0.35
d 0.36
d 0.36
YouTube cricket
YTDown_YouTube_The-Most-Satisfying-Crick
A · v5 (MP-2D) top-5
cos 0.89
cos 0.84
cos 0.77
cos 0.75
cos 0.74
B · handcrafted (YOLO-2D) top-5
d 0.17
d 0.20
d 0.22
d 0.23
d 0.24

vcricket query

QUERY (vcricket)
A · v5 (MP-2D) top-5
cos 0.86
cos 0.83
cos 0.82
cos 0.81
cos 0.81
B · handcrafted (YOLO-2D) top-5
d 0.24
d 0.25
d 0.28
d 0.31
d 0.31
QUERY (vcricket)
A · v5 (MP-2D) top-5
cos 0.88
cos 0.76
cos 0.73
cos 0.72
cos 0.71
B · handcrafted (YOLO-2D) top-5
d 0.28
d 0.29
d 0.29
d 0.29
d 0.29
QUERY (vcricket)
A · v5 (MP-2D) top-5
cos 0.96
cos 0.92
cos 0.90
cos 0.90
cos 0.86
B · handcrafted (YOLO-2D) top-5
d 0.16
d 0.19
d 0.23
d 0.24
d 0.26
QUERY (vcricket)
A · v5 (MP-2D) top-5
cos 0.88
cos 0.81
cos 0.77
cos 0.77
cos 0.77
B · handcrafted (YOLO-2D) top-5
d 0.24
d 0.26
d 0.28
d 0.29
d 0.29
QUERY (vcricket)
A · v5 (MP-2D) top-5
cos 0.75
cos 0.69
cos 0.65
cos 0.65
cos 0.57
B · handcrafted (YOLO-2D) top-5
d 0.34
d 0.35
d 0.37
d 0.40
d 0.41
QUERY (vcricket)
A · v5 (MP-2D) top-5
cos 0.89
cos 0.87
cos 0.86
cos 0.85
cos 0.84
B · handcrafted (YOLO-2D) top-5
d 0.18
d 0.20
d 0.22
d 0.23
d 0.23
QUERY (vcricket)
A · v5 (MP-2D) top-5
cos 0.87
cos 0.82
cos 0.81
cos 0.80
cos 0.76
B · handcrafted (YOLO-2D) top-5
d 0.21
d 0.22
d 0.23
d 0.24
d 0.24
QUERY (vcricket)
A · v5 (MP-2D) top-5
cos 0.80
cos 0.80
cos 0.77
cos 0.75
cos 0.74
B · handcrafted (YOLO-2D) top-5
d 0.26
d 0.26
d 0.28
d 0.29
d 0.29
QUERY (vcricket)
A · v5 (MP-2D) top-5
cos 0.83
cos 0.78
cos 0.75
cos 0.74
cos 0.74
B · handcrafted (YOLO-2D) top-5
d 0.23
d 0.26
d 0.28
d 0.28
d 0.30
QUERY (vcricket)
A · v5 (MP-2D) top-5
cos 0.91
cos 0.85
cos 0.84
cos 0.83
cos 0.83
B · handcrafted (YOLO-2D) top-5
d 0.23
d 0.24
d 0.26
d 0.30
d 0.30
QUERY (vcricket)
A · v5 (MP-2D) top-5
cos 0.79
cos 0.72
cos 0.69
cos 0.64
cos 0.64
B · handcrafted (YOLO-2D) top-5
d 0.24
d 0.28
d 0.30
d 0.30
d 0.33
QUERY (vcricket)
A · v5 (MP-2D) top-5
cos 0.86
cos 0.77
cos 0.73
cos 0.69
cos 0.67
B · handcrafted (YOLO-2D) top-5
d 0.28
d 0.29
d 0.30
d 0.30
d 0.32
QUERY (vcricket)
A · v5 (MP-2D) top-5
cos 0.84
cos 0.82
cos 0.81
cos 0.80
cos 0.80
B · handcrafted (YOLO-2D) top-5
d 0.18
d 0.22
d 0.22
d 0.30
d 0.30
QUERY (vcricket)
A · v5 (MP-2D) top-5
cos 0.91
cos 0.80
cos 0.79
cos 0.79
cos 0.78
B · handcrafted (YOLO-2D) top-5
d 0.20
d 0.26
d 0.26
d 0.30
d 0.30
QUERY (vcricket)
A · v5 (MP-2D) top-5
cos 0.80
cos 0.74
cos 0.71
cos 0.69
cos 0.68
B · handcrafted (YOLO-2D) top-5
d 0.19
d 0.25
d 0.30
d 0.30
d 0.31
QUERY (vcricket)
A · v5 (MP-2D) top-5
cos 0.94
cos 0.63
cos 0.56
cos 0.38
cos 0.29
B · handcrafted (YOLO-2D) top-5
d 0.22
d 0.22
d 0.27
d 0.27
d 0.27
QUERY (vcricket)
A · v5 (MP-2D) top-5
cos 0.67
cos 0.65
cos 0.64
cos 0.62
cos 0.62
B · handcrafted (YOLO-2D) top-5
d 0.36
d 0.37
d 0.37
d 0.37
d 0.38
QUERY (vcricket)
A · v5 (MP-2D) top-5
cos 0.73
cos 0.72
cos 0.70
cos 0.70
cos 0.70
B · handcrafted (YOLO-2D) top-5
d 0.26
d 0.27
d 0.30
d 0.30
d 0.30