Papers with Code · CC BY-SA 4.0

PASCAL VOC

아카이브 평가 31건 · 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
URL	matching accuracy 0.818 F1 score 0.717±0.005	Universe Points Representation Learning for Partial Multi-Graph Matching 2022-12-01	연결 없음
BBGM-Multi	F1 score 0.628	Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers 2020-03-25	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5
GCAN-AFAT-U	F1 score 0.620	Deep Learning of Partial Graph Matching via Differentiable Top-K 2023-01-01	코드 1
GCAN-AFAT-I	F1 score 0.616	Deep Learning of Partial Graph Matching via Differentiable Top-K 2023-01-01	코드 1
BBGM	matching accuracy 0.801 F1 score 0.614	Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers 2020-03-25	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5
NGMv2-AFAT-U	F1 score 0.602	Deep Learning of Partial Graph Matching via Differentiable Top-K 2023-01-01	코드 1
Direct-2HGM	F1 score 0.601	Learning Constrained Structured Spaces with Application to Multi-Graph Matching 2022-05-03	코드 1
NGMv2-AFAT-I	F1 score 0.599	Deep Learning of Partial Graph Matching via Differentiable Top-K 2023-01-01	코드 1
Direct-2GM	F1 score 0.597	Learning Constrained Structured Spaces with Application to Multi-Graph Matching 2022-05-03	코드 1
GUMBEL-IPF	F1 score 0.588	Learning Latent Partial Matchings with Gumbel-IPF Networks 2024-04-03	코드 1
Direct-MGM	F1 score 0.575	Learning Constrained Structured Spaces with Application to Multi-Graph Matching 2022-05-03	코드 1
MGM3D	matching accuracy 0.589 F1 score 0.429	Joint Deep Multi-Graph Matching and 3D Geometry Learning from Inhomogeneous 2D Image Collections 2021-03-31	연결 없음
GMT-BBGM	matching accuracy 0.8411	GMTR: Graph Matching Transformers 2023-11-14	코드 1
GMTR	matching accuracy 0.836	GMTR: Graph Matching Transformers 2023-11-14	코드 1
COMMON	matching accuracy 0.8267	Graph Matching with Bi-level Noisy Correspondence 2022-12-08	코드 1 · 코드 2 · 코드 3
GCAN	matching accuracy 0.8223	Graph-Context Attention Networks for Size-Varied Deep Graph Matching 2022-01-01	코드 1
CREAM	matching accuracy 0.814	Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and Mining 2024-03-25	코드 1
ASAR-GM	matching accuracy 0.8115	Appearance and Structure Aware Robust Deep Visual Graph Matching: Attack, Defense and Beyond 2022-01-01	코드 1
GAMnet	matching accuracy 0.807	GAMnet: Robust Feature Matching via Graph Adversarial-Matching Network 2021-10-17	연결 없음
NHGM-v2	matching accuracy 0.8040	Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching 2019-11-26	코드 1
EAGM	matching accuracy 0.705	Adaptive Edge Attention for Graph Matching with Outliers 2021-08-19	코드 1 · 코드 2
qc-DGM2	matching accuracy 0.703	Deep Graph Matching under Quadratic Constraint 2021-03-11	코드 1
qc-DGM1	matching accuracy 0.693	Deep Graph Matching under Quadratic Constraint 2021-03-11	코드 1
HNN-HM	matching accuracy 0.680	Hypergraph Neural Networks for Hypergraph Matching 2021-01-01	코드 1
IPCA-GM	matching accuracy 0.6770	Combinatorial Learning of Robust Deep Graph Matching: an Embedding based Approach. 2020-06-29	코드 1
CIE-H	matching accuracy 0.6756	Learning deep graph matching with channel-independent embedding and Hungarian attention 2020-01-01	연결 없음
GLMNet	matching accuracy 0.675	GLMNet: Graph Learning-Matching Networks for Feature Matching 2019-11-18	연결 없음
IA-GM	matching accuracy 0.6658	IA-GM: A Deep Bidirectional Learning Method for Graph Matching 2021-05-18	연결 없음
NHGM	matching accuracy 0.6458	Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching 2019-11-26	코드 1
NGM	matching accuracy 0.6413	Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching 2019-11-26	코드 1