SOTAVerified

Camera Pose Estimation

Camera pose estimation is a crucial task in computer vision and robotics that involves determining the position and orientation (pose) of a camera relative to a given reference frame. This task is essential for various applications, such as augmented reality, 3D reconstruction, SLAM, and autonomous navigation.

Papers

Showing 110 of 304 papers

TitleStatusHype
Fast3R: Towards 3D Reconstruction of 1000+ Images in One Forward PassCode5
MonST3R: A Simple Approach for Estimating Geometry in the Presence of MotionCode5
SpatialTrackerV2: 3D Point Tracking Made EasyCode4
Easi3R: Estimating Disentangled Motion from DUSt3R Without TrainingCode4
MV-DUSt3R+: Single-Stage Scene Reconstruction from Sparse Views In 2 SecondsCode4
One Diffusion to Generate Them AllCode4
Cameras as Rays: Pose Estimation via Ray DiffusionCode4
GIM: Learning Generalizable Image Matcher From Internet VideosCode4
SplaTAM: Splat, Track & Map 3D Gaussians for Dense RGB-D SLAMCode4
LightGlue: Local Feature Matching at Light SpeedCode4
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Monodepth2Average Translational Error et[%]43.21Unverified
2SfMLearnerAverage Translational Error et[%]29.78Unverified
3GeoNetAverage Translational Error et[%]26.31Unverified
4SC-DepthAverage Translational Error et[%]12.2Unverified
5DeepMatchVOAverage Translational Error et[%]11.05Unverified
6SCIPaDAverage Translational Error et[%]8.63Unverified
7Manydepth2Average Translational Error et[%]7.15Unverified