SOTAVerified

Stereo Disparity Estimation

Papers

Showing 110 of 29 papers

TitleStatusHype
DiFuse-Net: RGB and Dual-Pixel Depth Estimation using Window Bi-directional Parallax Attention and Cross-modal Transfer Learning0
EV-MGDispNet: Motion-Guided Event-Based Stereo Disparity Estimation Network with Left-Right Consistency0
MoCha-Stereo: Motif Channel Attention Network for Stereo MatchingCode2
Neural Markov Random Field for Stereo MatchingCode2
An evaluation of Deep Learning based stereo dense matching dataset shift from aerial images and a large scale stereo datasetCode1
Hinge-Wasserstein: Estimating Multimodal Aleatoric Uncertainty in Regression TasksCode0
VisiTherS: Visible-thermal infrared stereo disparity estimation of human silhouetteCode0
Spring: A High-Resolution High-Detail Dataset and Benchmark for Scene Flow, Optical Flow and StereoCode1
ORA3D: Overlap Region Aware Multi-view 3D Object Detection0
Sparse LiDAR Assisted Self-supervised Stereo Disparity Estimation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AANetEPE0.87Unverified
2LEAStereoEPE0.78Unverified
3AANet+EPE0.72Unverified
4CDN-GANet DeepEPE0.7Unverified
5HITNetEPE0.53Unverified
6HITNet LEPE0.43Unverified
7HITNet XLEPE0.36Unverified
8AANetEPE0.07Unverified
#ModelMetricClaimedVerifiedStatus
1DSMD1-all2.28Unverified
2MoCha-StereoD1-all1.53Unverified
#ModelMetricClaimedVerifiedStatus
1RAFT-StereoD1 Error (2px)4.74Unverified
2MoCha-V2D1 Error (2px)3.51Unverified