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SPair-71k

아카이브 평가 22건 · 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
GeoAware-SC (Supervised, AP-10K P.T.)	PCK 85.6	Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence 2023-11-28	코드 1
DINOv2	PCK 85.2	Semantic Correspondence: Unified Benchmarking and a Strong Baseline 2025-05-23	코드 1
GeoAware-SC (Supervised)	PCK 82.9	Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence 2023-11-28	코드 1
SD+DINO (Supervised)	PCK 74.6	A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence 2023-05-24	코드 1
GeoAware-SC + CleanDIFT (Zero-Shot)	PCK 70.0	CleanDIFT: Diffusion Features without Noise 2024-12-04	코드 1
GeoAware-SC (Zero-Shot)	PCK 68.5	Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence 2023-11-28	코드 1
SD+DINO + CleanDIFT (Zero-Shot)	PCK 64.8	CleanDIFT: Diffusion Features without Noise 2024-12-04	코드 1
IFCAT	PCK 64.4	Integrative Feature and Cost Aggregation with Transformers for Dense Correspondence 2022-09-19	연결 없음
SD+DINO (Zero-shot)	PCK 64.0	A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence 2023-05-24	코드 1
DIFT + CleanDIFT (Zero-Shot)	PCK 61.4	CleanDIFT: Diffusion Features without Noise 2024-12-04	코드 1
CATs++	PCK 59.8	CATs++: Boosting Cost Aggregation with Convolutions and Transformers 2022-02-14	코드 1
VAT (ECCV)	PCK 55.5	Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation 2022-07-22	코드 1
VAT	PCK 54.2	Cost Aggregation Is All You Need for Few-Shot Segmentation 2021-12-22	코드 1 · 코드 2
TransforMatcher	PCK 53.7	TransforMatcher: Match-to-Match Attention for Semantic Correspondence 2022-05-23	코드 1
MMNet	PCK 50.4	Multi-scale Matching Networks for Semantic Correspondence 2021-07-31	코드 1
CATs	PCK 49.9	CATs: Cost Aggregation Transformers for Visual Correspondence 2021-06-04	코드 1
CHM	PCK 46.3	Convolutional Hough Matching Networks 2021-03-31	코드 1
LDMCorrespondences	PCK 45.4	Unsupervised Semantic Correspondence Using Stable Diffusion 2023-05-24	코드 1
DHPF	PCK 37.3	Learning to Compose Hypercolumns for Visual Correspondence 2020-07-21	코드 1
SCOT	PCK 35.6	Semantic Correspondence as an Optimal Transport Problem 2020-06-01	코드 1
ANCNet	PCK 30.1	Correspondence Networks with Adaptive Neighbourhood Consensus 2020-03-26	코드 1
HPF	PCK 28.2	Hyperpixel Flow: Semantic Correspondence with Multi-layer Neural Features 2019-08-18	코드 1