Result details - ETH3D

Submitted by jang hyoseok.

Submission data

Full name	PatchmatchNet: Learned Multi-View Patchmatch Stereo
Description	Learning-based cascade multi-view stereo using PatchMatch optimization. Iteratively estimates depth maps using learned matching costs and adaptive propagation.
Parameters	* Number of views: 7 * Image max dimension: 2688 * Geometric mask threshold: 2 * Photometric threshold: 0.6 * Pretrained checkpoint: params_000007.ckpt
Publication title	PatchmatchNet: Learned Multi-View Patchmatch Stereo
Publication authors	Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys
Publication venue	CVPR 2021
Publication URL	https://arxiv.org/abs/2012.01411
Programming language(s)	Python with CUDA
Hardware	GeForce RTX 3060
Source code or download URL	https://github.com/FangjinhuaWang/PatchmatchNet
Submission creation date	15 Jun, 2026
Last edited	15 Jun, 2026

High-res multi-view results

Info	all	high-res multi-view	indoor	outdoor	courty.	delive.	electro	facade	kicker	meadow	office	pipes	playgr.	relief	relief.	terrace	terrai.
												75.08	85.19	88.36	86.44	95.32	92.09

Low-res many-view results

Info	all	low-res many-view	indoor	outdoor	lakeside	sand box	storage room	storage room 2	tunnel
No results yet.

Low-res two-view results

Info	all	lakes. 1l	lakes. 1s	sand box 1l	sand box 1s	stora. room 1l	stora. room 1s	stora. room 2l	stora. room 2s	stora. room 2 1l	stora. room 2 1s	stora. room 2 2l	stora. room 2 2s	stora. room 3l	stora. room 3s	tunnel 1l	tunnel 1s	tunnel 2l	tunnel 2s	tunnel 3l	tunnel 3s
No results yet.

SLAM results

		all	boxes	boxes dark	buddha	cables 4	cables 5	desk 1	desk 2	desk changing 2	desk dark 1	desk dark 2	desk global light changes	desk ir light	dino	drone	foreground occlusion	helmet	kidnap 2	lamp	large loop 2	large loop 3	large non loop	motion 2	motion 3	motion 4	planar 1	reflective 2	scale change	table 1	table 2	table 5	table 6	table global light changes	table local light changes	table scene	trashbin
	Method	Info
No results yet.