TASK |
DATASET |
MODEL |
METRIC NAME |
METRIC VALUE |
GLOBAL RANK |
REMOVE |
Model Description Based Search
|
Generative Models
|
Image (Gen.) CLIP+Gaussian Density (ours)
|
Top-1 Accuracy
|
0.81
|
# 1
|
|
Model Description Based Search
|
Generative Models
|
Image (Gen.) CLIP+Gaussian Density (ours)
|
Top-5 Accuracy
|
0.75
|
# 2
|
|
Model Description Based Search
|
Generative Models
|
Image (Gen.) CLIP+Gaussian Density (ours)
|
Top-10 Accuracy
|
0.76
|
# 2
|
|
Model Description Based Search
|
Generative Models
|
Sketch CLIP+Gaussian Density (ours)
|
Top-1 Accuracy
|
0.68
|
# 3
|
|
Model Description Based Search
|
Generative Models
|
Sketch CLIP+Gaussian Density (ours)
|
Top-5 Accuracy
|
0.64
|
# 3
|
|
Model Description Based Search
|
Generative Models
|
Sketch CLIP+Gaussian Density (ours)
|
Top-10 Accuracy
|
0.66
|
# 3
|
|
Image and Sketch based Model Retrieval
|
Generative Models
|
Sketch CLIP+Gaussian Density (ours)
|
Top-5 Accuracy
|
0.67
|
# 3
|
|
Image and Sketch based Model Retrieval
|
Generative Models
|
Sketch CLIP+Gaussian Density (ours)
|
Top-10 Accuracy
|
0.86
|
# 3
|
|
Image and Sketch based Model Retrieval
|
Generative Models
|
Sketch CLIP+Gaussian Density (ours)
|
MAP@5
|
0.68
|
# 4
|
|
Image and Sketch based Model Retrieval
|
Generative Models
|
Sketch CLIP+Gaussian Density (ours)
|
MAP@10
|
0.64
|
# 3
|
|
Image and Sketch based Model Retrieval
|
Generative Models
|
Sketch CLIP+Gaussian Density (ours)
|
mAP
|
0.66
|
# 3
|
|
Model Description Based Search
|
Generative Models
|
CLIP+Gaussian Density (ours)
|
Top-1 Accuracy
|
0.77
|
# 2
|
|
Model Description Based Search
|
Generative Models
|
CLIP+Gaussian Density (ours)
|
Top-5 Accuracy
|
0.95
|
# 1
|
|
Model Description Based Search
|
Generative Models
|
CLIP+Gaussian Density (ours)
|
Top-10 Accuracy
|
1
|
# 1
|
|
Image and Sketch based Model Retrieval
|
Generative Models
|
Sketch CLIP+1st Moment (ours)
|
Top-10 Accuracy
|
0.84
|
# 4
|
|
Image and Sketch based Model Retrieval
|
Generative Models
|
Sketch CLIP+1st Moment (ours)
|
MAP@5
|
0.7
|
# 3
|
|
Image and Sketch based Model Retrieval
|
Generative Models
|
Sketch CLIP+1st Moment (ours)
|
MAP@10
|
0.64
|
# 3
|
|
Image and Sketch based Model Retrieval
|
Generative Models
|
Sketch CLIP+1st Moment (ours)
|
mAP
|
0.64
|
# 4
|
|
Image and Sketch based Model Retrieval
|
Generative Models
|
Image (Gen.) CLIP+Gaussian Density (ours)
|
Top-1 Accuracy
|
0.77
|
# 1
|
|
Image and Sketch based Model Retrieval
|
Generative Models
|
Image (Gen.) CLIP+Gaussian Density (ours)
|
Top-10 Accuracy
|
1
|
# 1
|
|
Image and Sketch based Model Retrieval
|
Generative Models
|
Image (Gen.) CLIP+Gaussian Density (ours)
|
MAP@5
|
0.81
|
# 1
|
|
Image and Sketch based Model Retrieval
|
Generative Models
|
Image (Gen.) CLIP+Gaussian Density (ours)
|
MAP@10
|
0.75
|
# 1
|
|
Image and Sketch based Model Retrieval
|
Generative Models
|
Image (Gen.) CLIP+Gaussian Density (ours)
|
mAP
|
0.76
|
# 1
|
|
Image and Sketch based Model Retrieval
|
Generative Models
|
Image (Gen.) CLIP+1st Moment (ours)
|
Top-1 Accuracy
|
0.75
|
# 2
|
|
Image and Sketch based Model Retrieval
|
Generative Models
|
Image (Gen.) CLIP+1st Moment (ours)
|
Top-5 Accuracy
|
0.95
|
# 1
|
|
Image and Sketch based Model Retrieval
|
Generative Models
|
Image (Gen.) CLIP+1st Moment (ours)
|
Top-10 Accuracy
|
0.99
|
# 2
|
|
Image and Sketch based Model Retrieval
|
Generative Models
|
Image (Gen.) CLIP+1st Moment (ours)
|
MAP@5
|
0.79
|
# 2
|
|
Image and Sketch based Model Retrieval
|
Generative Models
|
Image (Gen.) CLIP+1st Moment (ours)
|
MAP@10
|
0.74
|
# 2
|
|
Image and Sketch based Model Retrieval
|
Generative Models
|
Image (Gen.) CLIP+1st Moment (ours)
|
mAP
|
0.74
|
# 2
|
|
Text based Model Retrieval
|
Generative Models
|
Augmented 1st + 2nd Moment (ours)
|
MAP@5
|
0.77
|
# 3
|
|
Text based Model Retrieval
|
Generative Models
|
Augmented 1st + 2nd Moment (ours)
|
mAP
|
0.72
|
# 1
|
|
Text based Model Retrieval
|
Generative Models
|
Augmented 1st Moment (ours)
|
MAP@5
|
0.79
|
# 1
|
|
Text based Model Retrieval
|
Generative Models
|
Augmented 1st Moment (ours)
|
MAP@10
|
0.72
|
# 1
|
|
Text based Model Retrieval
|
Generative Models
|
Augmented 1st Moment (ours)
|
mAP
|
0.69
|
# 3
|
|
Text based Model Retrieval
|
Generative Models
|
Original 1st + 2nd Moment (ours)
|
MAP@5
|
0.74
|
# 4
|
|
Text based Model Retrieval
|
Generative Models
|
Original 1st + 2nd Moment (ours)
|
MAP@10
|
0.7
|
# 3
|
|
Text based Model Retrieval
|
Generative Models
|
Original 1st + 2nd Moment (ours)
|
mAP
|
0.70
|
# 2
|
|
Text based Model Retrieval
|
Generative Models
|
Original 1st Moment (ours)
|
MAP@5
|
0.78
|
# 2
|
|
Text based Model Retrieval
|
Generative Models
|
Original 1st Moment (ours)
|
MAP@10
|
0.71
|
# 2
|
|
Text based Model Retrieval
|
Generative Models
|
Original 1st Moment (ours)
|
mAP
|
0.68
|
# 4
|
|
Image and Sketch based Model Retrieval
|
Generative Models
|
CLIP+Gaussian Density (ours)
|
Top-1 Accuracy
|
0.33
|
# 4
|
|
Image and Sketch based Model Retrieval
|
Generative Models
|
CLIP+1st Moment (ours)
|
Top-1 Accuracy
|
0.35
|
# 3
|
|
Image and Sketch based Model Retrieval
|
Generative Models
|
CLIP+1st Moment (ours)
|
Top-5 Accuracy
|
0.7
|
# 2
|
|