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Image Retrieval On Coco
評価指標
Recall@10
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
| Paper Title | ||
|---|---|---|
| Oscar | 98.3 | Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks |
| BLIP-2 ViT-G (fine-tuned) | 92.6 | BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models |
| VisualSparta | 96.3 | VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-words |
| FLAVA (zero-shot) | - | FLAVA: A Foundational Language And Vision Alignment Model |
| CLIP (zero-shot) | - | FLAVA: A Foundational Language And Vision Alignment Model |
| BLIP-2 ViT-L (fine-tuned) | 91.8 | BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models |
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