M5Product
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multimodal Retrieval | M5Product | Recall@115.27 | 30 | |
| Multimodal Retrieval (text query to multimodal content) | M5Product (test) | Recall@118.27 | 26 | |
| Classification | M5Product | Accuracy95.5 | 24 | |
| Multimodal Retrieval (image query to multimodal content) | M5Product (test) | Recall@132.8 | 23 | |
| Image-based Retrieval | M5Product | Recall@1044.32 | 20 | |
| Product Classification | M5Product (test) | Accuracy99.54 | 13 | |
| Product Retrieval | M5Product | mAP@159.81 | 13 | |
| Coarse-grained Product Retrieval | M5Product (test) | mAP@171.3 | 10 | |
| Text-to-Image Retrieval | M5Product (test) | Recall@138.1 | 10 | |
| Fine-Grained Instance Retrieval | M5Product (test) | Recall@154.28 | 10 | |
| Text-based Retrieval | M5Product | Recall@1044.29 | 10 | |
| Attribute Prediction | M5Product | Accuracy80.22 | 10 | |
| Clustering | M5Product (subset) | NMI84.23 | 9 | |
| Classification | M5Product (subset) | Accuracy79.58 | 9 | |
| Clustering | M5Product | NMI92.01 | 4 |
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