LDRE: LLM-based Divergent Reasoning and Ensemble for Zero-Shot Composed Image Retrieval

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Benchmark Model Rank Results
zero-shot-composed-image-retrieval-zs-cir-on-circoLDRE (CLIP G/14)#7mAP@10: 32.24
zero-shot-composed-image-retrieval-zs-cir-on-circoLDRE (CLIP L/14)#16mAP@10: 24.03
zero-shot-composed-image-retrieval-zs-cir-on-circoLDRE (CLIP B/32)#24mAP@10: 18.32
zero-shot-composed-image-retrieval-zs-cir-on-cirrLDRE (CLIP G/14)#21R@5: 66.39
zero-shot-composed-image-retrieval-zs-cir-on-cirrLDRE (CLIP L/14)#32R@5: 55.57
zero-shot-composed-image-retrieval-zs-cir-on-cirrLDRE (CLIP B/32)#34R@5: 55.13
zero-shot-composed-image-retrieval-zs-cir-on-fashion-iqLDRE (CLIP G/14)#16(Recall@10+Recall@50)/2: 43.98

Rank counts only results with a code link.