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Image Matching On Zeb

Metrics

Mean AUC@5°

Results

Performance results of various models on this benchmark

Paper TitleRepository
GIM-RoMa53.3GIM: Learning Generalizable Image Matcher From Internet Videos
GIM-DKM51.2GIM: Learning Generalizable Image Matcher From Internet Videos
RoMa48.8RoMa: Robust Dense Feature Matching
DKM46.2DKM: Dense Kernelized Feature Matching for Geometry Estimation
GIM-LoFTR39.1GIM: Learning Generalizable Image Matcher From Internet Videos
GIM-LightGlue38.3GIM: Learning Generalizable Image Matcher From Internet Videos
LoFTR33.1LoFTR: Detector-Free Local Feature Matching with Transformers
RootSIFT31.8Three things everyone should know to improve object retrieval-
LightGlue31.7LightGlue: Local Feature Matching at Light Speed
SuperGlue31.2SuperGlue: Learning Feature Matching with Graph Neural Networks
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Image Matching On Zeb | SOTA | HyperAI