SOTAVerified

Stereo Depth Estimation

Papers

Showing 125 of 97 papers

TitleStatusHype
Endo-4DGS: Endoscopic Monocular Scene Reconstruction with 4D Gaussian SplattingCode7
FoundationStereo: Zero-Shot Stereo MatchingCode7
Unifying Flow, Stereo and Depth EstimationCode3
Event-based Stereo Depth Estimation: A SurveyCode2
Attention Concatenation Volume for Accurate and Efficient Stereo MatchingCode2
MoCha-Stereo: Motif Channel Attention Network for Stereo MatchingCode2
RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo MatchingCode2
MobileStereoNet: Towards Lightweight Deep Networks for Stereo MatchingCode1
Boosting Omnidirectional Stereo Matching with a Pre-trained Depth Foundation ModelCode1
Event-based Stereo Depth Estimation from Ego-motion using Ray Density FusionCode1
Helvipad: A Real-World Dataset for Omnidirectional Stereo Depth EstimationCode1
Efficient Attention: Attention with Linear ComplexitiesCode1
Chitransformer: Towards Reliable Stereo From CuesCode1
Context-Enhanced Stereo TransformerCode1
GA-Net: Guided Aggregation Net for End-to-end Stereo MatchingCode1
Hierarchical Neural Architecture Search for Deep Stereo MatchingCode1
ARAI-MVSNet: A multi-view stereo depth estimation network with adaptive depth range and depth intervalCode1
Deep Depth Estimation from Thermal Image: Dataset, Benchmark, and ChallengesCode1
A-TVSNet: Aggregated Two-View Stereo Network for Multi-View Stereo Depth EstimationCode1
Energy-Efficient Adaptive 3D SensingCode1
Bi3D: Stereo Depth Estimation via Binary ClassificationsCode1
Dusk Till Dawn: Self-supervised Nighttime Stereo Depth Estimation using Visual Foundation ModelsCode1
A Practical Stereo Depth System for Smart GlassesCode1
Efficient Depth Estimation for Unstable Stereo Camera Systems on AR GlassesCode1
ES-Net: An Efficient Stereo Matching NetworkCode1
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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