HyperAI초신경

홈 뉴스 최신 연구 논문 튜토리얼 데이터셋 백과사전 SOTA LLM 모델 GPU 랭킹 컨퍼런스

한국어

HyperAI초신경

Zero Shot Composed Image Retrieval Zs Cir On 5

평가 지표

Average Recall

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	Average Recall	Paper Title	Repository
SEARLE-OTI (CLIP B/32)	12.77	Zero-Shot Composed Image Retrieval with Textual Inversion
SEARLE-XL-OTI (CLIP B/32)	20.42	Zero-Shot Composed Image Retrieval with Textual Inversion
SEARLE-XL (CLIP L/14)	21.54	Zero-Shot Composed Image Retrieval with Textual Inversion
iSEARLE-XL (CLIP L/14)	24.46	iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval
iSEARLE-XL-OTI (CLIP L/14)	22.59	iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval
iSEARLE (CLIP B/32)	16.01	iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval
iSEARLE-OTI (CLIP B/32)	15.62	iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval
LinCIR (CLIP L/14)	21.64	Language-only Efficient Training of Zero-shot Composed Image Retrieval
SEARLE (CLIP B/32)	11.94	Zero-Shot Composed Image Retrieval with Textual Inversion
Pic2Word	18.85	Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval
Context-I2W	20.25	Context-I2W: Mapping Images to Context-dependent Words for Accurate Zero-Shot Composed Image Retrieval

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