3D on Helvipad

Metric: Depth-MAE (lower is better)

LeaderboardDataset

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#	Model↕	Depth-MAE▲	Augmentations	Paper	Date↕	Code
1	DFI-OmniStereo	1.463	No	Boosting Omnidirectional Stereo Matching with a ...	2025-03-30	Code
2	360-IGEV-Stereo	1.72	No	Helvipad: A Real-World Dataset for Omnidirection...	2024-11-27	Code
3	IGEV-Stereo	1.86	No	Iterative Geometry Encoding Volume for Stereo Ma...	2023-03-12	Code
4	360SD-Net	2.112	No	360SD-Net: 360° Stereo Depth Estimation with Lea...	2019-11-11	Code
5	PSMNet	2.509	No	Pyramid Stereo Matching Network	2018-03-23	Code

#1DFI-OmniStereoSOTA
1.463
Depth-MAE· 2025-03-30
Boosting Omnidirectional Stereo Matching with a Pre-trained Depth Foundation Model Code
#2360-IGEV-StereoSOTA
1.72
Depth-MAE· 2024-11-27
Helvipad: A Real-World Dataset for Omnidirectional Stereo Depth Estimation Code
#3IGEV-StereoSOTA
1.86
Depth-MAE· 2023-03-12
Iterative Geometry Encoding Volume for Stereo Matching Code
#4360SD-NetSOTA
2.112
Depth-MAE· 2019-11-11
360SD-Net: 360° Stereo Depth Estimation with Learnable Cost Volume Code
#5PSMNetSOTA
2.509
Depth-MAE· 2018-03-23
Pyramid Stereo Matching Network Code