Image Matching on ZEB

Metric: Mean AUC@5° (higher is better)

LeaderboardDataset

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#	Model↕	Mean AUC@5°▼	Extra Data	Paper	Date↕	Code
1	GIM-RoMa	53.3	No	GIM: Learning Generalizable Image Matcher From I...	2024-02-16	Code
2	GIM-DKM	51.2	No	GIM: Learning Generalizable Image Matcher From I...	2024-02-16	Code
3	RoMa	48.8	No	RoMa: Robust Dense Feature Matching	2023-05-24	Code
4	DKM	46.2	No	DKM: Dense Kernelized Feature Matching for Geome...	2022-02-01	Code
5	GIM-LoFTR	39.1	No	GIM: Learning Generalizable Image Matcher From I...	2024-02-16	Code
6	GIM-LightGlue	38.3	No	GIM: Learning Generalizable Image Matcher From I...	2024-02-16	Code
7	LoFTR	33.1	No	LoFTR: Detector-Free Local Feature Matching with...	2021-04-01	Code
8	RootSIFT	31.8	No	-	-	Code
9	LightGlue	31.7	No	LightGlue: Local Feature Matching at Light Speed	2023-06-23	Code
10	SuperGlue	31.2	No	SuperGlue: Learning Feature Matching with Graph ...	2019-11-26	Code

#1GIM-RoMaSOTA
53.3
Mean AUC@5°· 2024-02-16
GIM: Learning Generalizable Image Matcher From Internet Videos Code
#2GIM-DKM
51.2
Mean AUC@5°· 2024-02-16
GIM: Learning Generalizable Image Matcher From Internet Videos Code
#3RoMaSOTA
48.8
Mean AUC@5°· 2023-05-24
RoMa: Robust Dense Feature Matching Code
#4DKMSOTA
46.2
Mean AUC@5°· 2022-02-01
DKM: Dense Kernelized Feature Matching for Geometry Estimation Code
#5GIM-LoFTR
39.1
Mean AUC@5°· 2024-02-16
GIM: Learning Generalizable Image Matcher From Internet Videos Code
#6GIM-LightGlue
38.3
Mean AUC@5°· 2024-02-16
GIM: Learning Generalizable Image Matcher From Internet Videos Code
#7LoFTRSOTA
33.1
Mean AUC@5°· 2021-04-01
LoFTR: Detector-Free Local Feature Matching with Transformers Code
#8RootSIFT
31.8
Mean AUC@5°
No paperCode
#9LightGlue
31.7
Mean AUC@5°· 2023-06-23
LightGlue: Local Feature Matching at Light Speed Code
#10SuperGlueSOTA
31.2
Mean AUC@5°· 2019-11-26
SuperGlue: Learning Feature Matching with Graph Neural Networks Code