Image Retrieval With Multi Modal Query On
评估指标
Recall@1
Recall@10
Recall@50
评测结果
各个模型在此基准测试上的表现结果
模型名称 | Recall@1 | Recall@10 | Recall@50 | Paper Title | Repository |
|---|---|---|---|---|---|
| Css-Net | 23.4 | 52.0 | 72.0 | Collaborative Group: Composed Image Retrieval via Consensus Learning from Noisy Annotations | - |
| Relationship | 13 | 40.5 | 62.4 | A simple neural network module for relational reasoning | |
| TIRG | 14.1 | 42.5 | 63.8 | Composing Text and Image for Image Retrieval - An Empirical Odyssey | |
| FashionConcept | 6.3 | 19.9 | 38.3 | Automatic Spatially-aware Fashion Concept Discovery | |
| Multi-grained Uncertainty Regularization(MUR) | 21.8 | 52.1 | 70.2 | Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization | |
| Param Hashing | 12.2 | 40 | 61.7 | Image Question Answering using Convolutional Neural Network with Dynamic Parameter Prediction | |
| Show and Tell | 12.3 | 40.2 | 61.8 | Show and Tell: A Neural Image Caption Generator | |
| ComposeAE | 22.8 | 55.3 | 73.4 | Compositional Learning of Image-Text Query for Image Retrieval |
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