Papers with Code · CC BY-SA 4.0

Willow Object Class

아카이브 평가 23건 · 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
COMMON	matching accuracy 0.9910	Graph Matching with Bi-level Noisy Correspondence 2022-12-08	코드 1 · 코드 2 · 코드 3
GANN-MGM	matching accuracy 0.9906	Graduated Assignment for Joint Multi-Graph Matching and Clustering with Application to Unsupervised Graph Matching Network Learning 2020-12-01	코드 1
URL	matching accuracy 0.989	Universe Points Representation Learning for Partial Multi-Graph Matching 2022-12-01	연결 없음
CREAM	matching accuracy 0.988	Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and Mining 2024-03-25	코드 1
Direct-MGM	matching accuracy 0.987	Learning Constrained Structured Spaces with Application to Multi-Graph Matching 2022-05-03	코드 1
GMT-BBGM	matching accuracy 0.9813	GMTR: Graph Matching Transformers 2023-11-14	코드 1
Direct-2HGM	matching accuracy 0.981	Learning Constrained Structured Spaces with Application to Multi-Graph Matching 2022-05-03	코드 1
qc-DGM2	matching accuracy 0.977	Deep Graph Matching under Quadratic Constraint 2021-03-11	코드 1
NGM-v2	matching accuracy 0.9754	Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching 2019-11-26	코드 1
BBGM	matching accuracy 0.9718	Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers 2020-03-25	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5
GCAN	matching accuracy 0.9700	Graph-Context Attention Networks for Size-Varied Deep Graph Matching 2022-01-01	코드 1
HNN-HM	matching accuracy 0.968	Hypergraph Neural Networks for Hypergraph Matching 2021-01-01	코드 1
GAMnet	matching accuracy 0.9662	GAMnet: Robust Feature Matching via Graph Adversarial-Matching Network 2021-10-17	연결 없음
EAGM	matching accuracy 0.965	Adaptive Edge Attention for Graph Matching with Outliers 2021-08-19	코드 1 · 코드 2
qc-DGM1	matching accuracy 0.960	Deep Graph Matching under Quadratic Constraint 2021-03-11	코드 1
GLMNet	matching accuracy 0.924	GLMNet: Graph Learning-Matching Networks for Feature Matching 2019-11-18	연결 없음
IPCA-GM	matching accuracy 0.9006	Combinatorial Learning of Robust Deep Graph Matching: an Embedding based Approach. 2020-06-29	코드 1
NGM	matching accuracy 0.8530	Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching 2019-11-26	코드 1
GMN	matching accuracy 0.7934	Deep Learning of Graph Matching 2018-06-01	연결 없음
GCAN-AFAT-I	F1 score 0.837	Deep Learning of Partial Graph Matching via Differentiable Top-K 2023-01-01	코드 1
NGMv2-AFAT-I	F1 score 0.831	Deep Learning of Partial Graph Matching via Differentiable Top-K 2023-01-01	코드 1
GCAN-AFAT-U	F1 score 0.823	Deep Learning of Partial Graph Matching via Differentiable Top-K 2023-01-01	코드 1
NGMv2-AFAT-U	F1 score 0.817	Deep Learning of Partial Graph Matching via Differentiable Top-K 2023-01-01	코드 1