HyperAI초신경

Zero Shot Composed Image Retrieval Zs Cir On 1

평가 지표

R@5

평가 결과

이 벤치마크에서 각 모델의 성능 결과

비교 표
모델 이름R@5
ldre-llm-based-divergent-reasoning-and55.57
vision-by-language-for-training-free64.29
covr-learning-composed-video-retrieval-from73.61
semantic-editing-increment-benefits-zero-shot69.42
reason-before-retrieve-one-stage-reflective57.68
training-free-zs-cir-via-weighted-modality60.41
isearle-improving-textual-inversion-for-zero54.05
isearle-improving-textual-inversion-for-zero55.18
compodiff-versatile-composed-image-retrieval57.61
semantic-editing-increment-benefits-zero-shot57.42
training-free-zs-cir-via-weighted-modality57.69
reason-before-retrieve-one-stage-reflective67.25
pretrain-like-you-inference-masked-tuning54.58
magiclens-self-supervised-image-retrieval58.0
ldre-llm-based-divergent-reasoning-and66.39
magiclens-self-supervised-image-retrieval64.0
language-only-efficient-training-of-zero-shot64.72
imagescope-unifying-language-guided-image-167.54
ldre-llm-based-divergent-reasoning-and55.13
vision-by-language-for-training-free52.51
compodiff-versatile-composed-image-retrieval54.36
collm-a-large-language-model-for-composed-
training-free-zs-cir-via-weighted-modality59.76
magiclens-self-supervised-image-retrieval67.0
reducing-task-discrepancy-of-text-encoders67.47
imagine-and-seek-improving-composed-image58.82
improving-composed-image-retrieval-via65.42
pic2word-mapping-pictures-to-words-for-zero51.70
collm-a-large-language-model-for-composed-
pretrain-like-you-inference-masked-tuning58.87
zero-shot-composed-image-retrieval-with53.42
vision-by-language-for-training-free52.31
isearle-improving-textual-inversion-for-zero55.69
zero-shot-composed-text-image-retrieval68.88
collm-a-large-language-model-for-composed-
language-only-efficient-training-of-zero-shot53.25
this-is-my-unicorn-fluffy-personalizing43.49
magiclens-self-supervised-image-retrieval61.7
imagine-and-seek-improving-composed-image70.07
reducing-task-discrepancy-of-text-encoders56.17
training-free-zs-cir-via-weighted-modality60.87
zero-shot-composed-image-retrieval-with52.48
context-i2w-mapping-images-to-context55.1
reason-before-retrieve-one-stage-reflective54.54
isearle-improving-textual-inversion-for-zero54.00
semantic-editing-increment-benefits-zero-shot57.16