SOTAVerified

Stereo Depth Estimation

Papers

Showing 2650 of 97 papers

TitleStatusHype
HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo MatchingCode1
A Practical Stereo Depth System for Smart GlassesCode1
ARAI-MVSNet: A multi-view stereo depth estimation network with adaptive depth range and depth intervalCode1
A-TVSNet: Aggregated Two-View Stereo Network for Multi-View Stereo Depth EstimationCode1
Bi3D: Stereo Depth Estimation via Binary ClassificationsCode1
RVMDE: Radar Validated Monocular Depth Estimation for RoboticsCode1
Energy-Efficient Adaptive 3D SensingCode1
SOS: Stereo Matching in O(1) with Slanted Support WindowsCode1
Spring: A High-Resolution High-Detail Dataset and Benchmark for Scene Flow, Optical Flow and StereoCode1
StaSiS-Net: a stacked and siamese stereo network for depth reconstruction in modern 3D laparoscopy.Code1
ES-Net: An Efficient Stereo Matching NetworkCode1
Stereo Hybrid Event-Frame (SHEF) Cameras for 3D PerceptionCode1
Event-based Stereo Depth Estimation from Ego-motion using Ray Density FusionCode1
Chitransformer: Towards Reliable Stereo From CuesCode1
Efficient Attention: Attention with Linear ComplexitiesCode1
TransformerFusion: Monocular RGB Scene Reconstruction using TransformersCode1
Pseudo-LiDAR++: Accurate Depth for 3D Object Detection in Autonomous DrivingCode0
Deep Depth Estimation From Thermal ImageCode0
Nighttime Stereo Depth Estimation using Joint Translation-Stereo Learning: Light Effects and Uninformative RegionsCode0
Icy Moon Surface Simulation and Stereo Depth Estimation for Sampling AutonomyCode0
Progressive Fusion for Unsupervised Binocular Depth Estimation using Cycled NetworksCode0
Octave Deep Plane-Sweeping Network: Reducing Spatial Redundancy for Learning-Based Plane-Sweeping StereoCode0
360SD-Net: 360° Stereo Depth Estimation with Learnable Cost VolumeCode0
Anytime Stereo Image Depth Estimation on Mobile DevicesCode0
On the Importance of Stereo for Accurate Depth Estimation: An Efficient Semi-Supervised Deep Neural Network ApproachCode0
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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