Hugging Face's logo

Marqo
/
marqo-fashionCLIP

Zero-Shot Image Classification
OpenCLIP
ONNX
Safetensors
Transformers.js
Transformers
English
clip
e-commerce
fashion
multimodal retrieval
custom_code
Model card Files Community
2
DavidJung commited on
Commit
a4311ee
•
1 Parent(s): 2ceeac4

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +3 -3
README.md CHANGED
@@ -62,23 +62,23 @@ Average evaluation results on 6 public multimodal fashion datasets ([Atlas](http
62
  **Text-To-Image (Averaged across 6 datasets)**
63
  | Model | AvgRecall | Recall@1 | Recall@10 | MRR |
64
  |----------------------------|-------------|------------|-------------|-----------|
65
- | FashionCLIP2.0 | 0.163 | 0.077 | 0.249 | 0.165 |
66
  | Marqo-FashionCLIP | **0.192** | **0.094** | **0.290** | **0.200** |
 
67
  | OpenFashionCLIP | 0.132 | 0.060 | 0.204 | 0.135 |
68
  | ViT-B-16-laion2b_s34b_b88k | 0.174 | 0.088 | 0.261 | 0.180 |
69
 
70
  **Category-To-Product (Averaged across 5 datasets)**
71
  | Model | AvgP | P@1 | P@10 | MRR |
72
  |----------------------------|-----------|-----------|-----------|-----------|
73
- | FashionCLIP2.0 | 0.684 | 0.681 | **0.686** | 0.741 |
74
  | Marqo-FashionCLIP | **0.705** | **0.734** | 0.676 | **0.776** |
 
75
  | OpenFashionCLIP | 0.646 | 0.653 | 0.639 | 0.720 |
76
  | ViT-B-16-laion2b_s34b_b88k | 0.662 | 0.673 | 0.652 | 0.743 |
77
 
78
  **Sub-Category-To-Product (Averaged across 4 datasets)**
79
  | Model | AvgP | P@1 | P@10 | MRR |
80
  |----------------------------|-----------|-----------|-----------|-----------|
81
- | FashionCLIP2.0 | 0.657 | 0.676 | 0.638 | 0.733 |
82
  | Marqo-FashionCLIP | **0.707** | **0.747** | **0.667** | **0.772** |
 
83
  | OpenFashionCLIP | 0.598 | 0.619 | 0.578 | 0.689 |
84
  | ViT-B-16-laion2b_s34b_b88k | 0.638 | 0.651 | 0.624 | 0.712 |
 
62
  **Text-To-Image (Averaged across 6 datasets)**
63
  | Model | AvgRecall | Recall@1 | Recall@10 | MRR |
64
  |----------------------------|-------------|------------|-------------|-----------|
 
65
  | Marqo-FashionCLIP | **0.192** | **0.094** | **0.290** | **0.200** |
66
+ | FashionCLIP2.0 | 0.163 | 0.077 | 0.249 | 0.165 |
67
  | OpenFashionCLIP | 0.132 | 0.060 | 0.204 | 0.135 |
68
  | ViT-B-16-laion2b_s34b_b88k | 0.174 | 0.088 | 0.261 | 0.180 |
69
 
70
  **Category-To-Product (Averaged across 5 datasets)**
71
  | Model | AvgP | P@1 | P@10 | MRR |
72
  |----------------------------|-----------|-----------|-----------|-----------|
 
73
  | Marqo-FashionCLIP | **0.705** | **0.734** | 0.676 | **0.776** |
74
+ | FashionCLIP2.0 | 0.684 | 0.681 | **0.686** | 0.741 |
75
  | OpenFashionCLIP | 0.646 | 0.653 | 0.639 | 0.720 |
76
  | ViT-B-16-laion2b_s34b_b88k | 0.662 | 0.673 | 0.652 | 0.743 |
77
 
78
  **Sub-Category-To-Product (Averaged across 4 datasets)**
79
  | Model | AvgP | P@1 | P@10 | MRR |
80
  |----------------------------|-----------|-----------|-----------|-----------|
 
81
  | Marqo-FashionCLIP | **0.707** | **0.747** | **0.667** | **0.772** |
82
+ | FashionCLIP2.0 | 0.657 | 0.676 | 0.638 | 0.733 |
83
  | OpenFashionCLIP | 0.598 | 0.619 | 0.578 | 0.689 |
84
  | ViT-B-16-laion2b_s34b_b88k | 0.638 | 0.651 | 0.624 | 0.712 |