SOTAVerified

Stereo Depth Estimation

Papers

Showing 110 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
MoCha-Stereo: Motif Channel Attention Network for Stereo MatchingCode2
Event-based Stereo Depth Estimation: A SurveyCode2
RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo MatchingCode2
Attention Concatenation Volume for Accurate and Efficient Stereo MatchingCode2
Context-Enhanced Stereo TransformerCode1
Boosting Omnidirectional Stereo Matching with a Pre-trained Depth Foundation ModelCode1
Deep Depth Estimation from Thermal Image: Dataset, Benchmark, and ChallengesCode1
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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