ImageNet-R

아카이브 평가 20건 · 마지막 적재/변경 2026-10-30

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
MagicLens (CoCa L)	(Recall@10+Recall@50)/2 52.95	MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions 2024-03-28	코드 1
MagicLens (CoCa B)	(Recall@10+Recall@50)/2 51.75	MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions 2024-03-28	코드 1
MagicLens (CLIP L)	(Recall@10+Recall@50)/2 48	MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions 2024-03-28	코드 1
MagicLens (CLIP B)	(Recall@10+Recall@50)/2 36.4	MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions 2024-03-28	코드 1
iSEARLE-XL (CLIP L/14)	(Recall@10+Recall@50)/2 24.46	iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval 2024-05-05	코드 1 · 코드 2
LinCIR (CLIP L/14)	(Recall@10+Recall@50)/2 21.64	Language-only Efficient Training of Zero-shot Composed Image Retrieval 2023-12-04	코드 1
SEARLE-XL (CLIP L/14)	(Recall@10+Recall@50)/2 21.54	Zero-Shot Composed Image Retrieval with Textual Inversion 2023-03-27	코드 1 · 코드 2
SEARLE-XL-OTI (CLIP B/32)	(Recall@10+Recall@50)/2 20.42	Zero-Shot Composed Image Retrieval with Textual Inversion 2023-03-27	코드 1 · 코드 2
Context-I2W	(Recall@10+Recall@50)/2 20.25	Context-I2W: Mapping Images to Context-dependent Words for Accurate Zero-Shot Composed Image Retrieval 2023-09-28	코드 1
Pic2Word	(Recall@10+Recall@50)/2 16.65	Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval 2023-02-06	코드 1
iSEARLE (CLIP B/32)	(Recall@10+Recall@50)/2 16.01	iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval 2024-05-05	코드 1 · 코드 2
iSEARLE-OTI (CLIP B/32)	(Recall@10+Recall@50)/2 15.62	iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval 2024-05-05	코드 1 · 코드 2
SEARLE-OTI (CLIP B/32)	(Recall@10+Recall@50)/2 12.77	Zero-Shot Composed Image Retrieval with Textual Inversion 2023-03-27	코드 1 · 코드 2
SEARLE (CLIP B/32)	(Recall@10+Recall@50)/2 11.94	Zero-Shot Composed Image Retrieval with Textual Inversion 2023-03-27	코드 1 · 코드 2
FreeDom (CLIP-L/14)	mAP 29.91	Composed Image Retrieval for Training-Free Domain Conversion 2024-12-04	코드 1
SEARLE (CLIP-L/14)	mAP 14.04	Composed Image Retrieval for Training-Free Domain Conversion 2024-12-04	코드 1
CompoDiff (CLIP-L/14)	mAP 12.88	Composed Image Retrieval for Training-Free Domain Conversion 2024-12-04	코드 1
WeiCom (CLIP-L/14)	mAP 10.47	Composed Image Retrieval for Training-Free Domain Conversion 2024-12-04	코드 1
MagicLens (CLIP-L/14)	mAP 9.13	Composed Image Retrieval for Training-Free Domain Conversion 2024-12-04	코드 1
Pic2Word (CLIP-L/14)	mAP 7.88	Composed Image Retrieval for Training-Free Domain Conversion 2024-12-04	코드 1