SOTAVerified

Stereo Depth Estimation

Papers

Showing 2650 of 97 papers

TitleStatusHype
ES-Net: An Efficient Stereo Matching NetworkCode1
Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with TransformersCode1
Hierarchical Neural Architecture Search for Deep Stereo MatchingCode1
HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo MatchingCode1
Wasserstein Distances for Stereo Disparity EstimationCode1
MTStereo 2.0: improved accuracy of stereo depth estimation withMax-treesCode1
Why Having 10,000 Parameters in Your Camera Model Is Better Than TwelveCode1
Bi3D: Stereo Depth Estimation via Binary ClassificationsCode1
A-TVSNet: Aggregated Two-View Stereo Network for Multi-View Stereo Depth EstimationCode1
Why Having 10,000 Parameters in Your Camera Model is Better Than TwelveCode1
UnOS: Unified Unsupervised Optical-Flow and Stereo-Depth Estimation by Watching VideosCode1
GA-Net: Guided Aggregation Net for End-to-end Stereo MatchingCode1
Efficient Attention: Attention with Linear ComplexitiesCode1
Real-time self-adaptive deep stereoCode1
Pyramid Stereo Matching NetworkCode1
SOS: Stereo Matching in O(1) with Slanted Support WindowsCode1
Cameras as Relative Positional Encoding0
SpikeStereoNet: A Brain-Inspired Framework for Stereo Depth Estimation from Spike Streams0
M3Depth: Wavelet-Enhanced Depth Estimation on Mars via Mutual Boosting of Dual-Modal Data0
DERD-Net: Learning Depth from Event-based Ray DensitiesCode0
USAM-Net: A U-Net-based Network for Improved Stereo Correspondence and Scene Depth Estimation using Features from a Pre-trained Image Segmentation network0
SteROI-D: System Design and Mapping for Stereo Depth Inference on Regions of Interest0
Learned Binocular-Encoding Optics for RGBD Imaging Using Joint Stereo and Focus Cues0
Rectification-specific Supervision and Constrained Estimator for Online Stereo Rectification0
Stereo4D: Learning How Things Move in 3D from Internet Stereo Videos0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AnyNet three pixel error6.2Unverified
22D-MobileStereoNetthree pixel error2.67Unverified
3HITNETthree pixel error2.43Unverified
4TriStereoNetD1-all All2.35Unverified
5CDN-GANet Deepthree pixel error1.92Unverified
63D-MobileStereoNetthree pixel error1.69Unverified
#ModelMetricClaimedVerifiedStatus
1GA-Net1px total23.23Unverified
2LEA-Stereo1px total19.89Unverified
3RAFT-Stereo1px total15.27Unverified
4ACVNet1px total14.77Unverified
#ModelMetricClaimedVerifiedStatus
12D-MobileStereoNetAverage End-Point Error1.14Unverified
2stereonetAverage End-Point Error1.1Unverified
33D-MobileStereoNetAverage End-Point Error0.8Unverified
#ModelMetricClaimedVerifiedStatus
1TriStereoNetD1-all All2.35Unverified
2MoCha-StereoD1-all All1.53Unverified
#ModelMetricClaimedVerifiedStatus
1AnyNet three pixel error6.1Unverified