Polyvore
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Fill-In-The-Blank | Polyvore Disjoint (test) | FITB Accuracy64.17 | 20 | |
| Image-to-Text Retrieval | Polyvore | R@114.2 | 16 | |
| Compatibility Prediction | Polyvore Standard (test) | Compatibility AUC0.91 | 12 | |
| Fill-In-The-Blank | Polyvore Standard (test) | Accuracy63.7 | 12 | |
| Compatibility Prediction | Polyvore Disjoint (test) | Comp. AUC0.87 | 12 | |
| Open-Ended Abstract Retrieval (OAR) | Polyvore | Diversity76.8 | 11 | |
| Generative Outfit Recommendation (GOR) | Polyvore-U (test) | Inception Score (IS)24.93 | 9 | |
| Personalized Fill-in-the-blank (PFITB) | Polyvore-U (test) | IS25.3 | 9 | |
| Text-to-Image Retrieval | Polyvore | Recall@549.3 | 9 | |
| Image-to-Text Retrieval | Polyvore | Recall@548.5 | 9 | |
| Compatibility prediction | Polyvore (test) | AUC0.9722 | 9 | |
| Fill-in-the-blank fashion recommendation | Polyvore (test) | FITB Accuracy78.13 | 9 | |
| Outfit Compatibility Prediction | Polyvore Resampled | AUC0.99 | 9 | |
| Outfit Compatibility Prediction | Polyvore Original | AUC99 | 9 | |
| Fill-In-The-Blank | Polyvore Resampled | Accuracy92.7 | 9 | |
| Fill-In-The-Blank | Polyvore Original | Accuracy96.9 | 9 | |
| Weakly Supervised Compositional Retrieval | Polyvore | Recall@5K20.9 | 7 | |
| Classification | Polyvore Class (test) | Accuracy74.6 | 5 |
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