Datasets › MultiviewX

MultiviewX

Introduced by Yunzhong Hou et al. in Multiview Detection with Feature Perspective Transformation archive 2025-07-28

MultiviewX is a synthetic Multiview pedestrian detection dataset. It is build using pedestrian models from PersonX, in Unity. The MultiviewX dataset covers a square of 16 meters by 25 meters. The ground plane is quantized into a 640x1000 grid. There are 6 cameras with overlapping field-of-view in the MultiviewX dataset, each of which outputs a 1080x1920 resolution image. On average, 4.41 cameras are covering the same location.

Source: https://github.com/hou-yz/MVDet Image Source: https://github.com/hou-yz/MVDet

Homepage Benchmarks Papers JSON

Benchmarks archive 2025-07-28

All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

		First row (archive order)	Paper	Code
Multiview Detection	MultiviewX	M-MVOT MODA 96.7	Mahalanobis Distance-based Multi-view Optimal Transport...	zqyq/Mahalanobis-Distance-based-Multi-view-Optimal-Transport-for-Multi-view-Crowd-Localization	9	Compare
Multi-Object Tracking	MultiviewX	TrackTacular (Bilinear Sampling) IDF1 85.6	Lifting Multi-View Detection and Tracking to the Bird's Eye View	tteepe/tracktacular	2	Compare

Papers archive 2025-07-28

9 shown of 9 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 26. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

			Date	Samples run Syntology
Mahalanobis Distance-based Multi-view Optimal Transport for Multi-view Crowd Localization	1	1	3 Sep 2024	not harvested
Lifting Multi-View Detection and Tracking to the Bird's Eye View	1	2	19 Mar 2024	not harvested
Enhancing Multi-View Pedestrian Detection Through Generalized 3D Feature Pulling	0	1	20 Dec 2023	not harvested
EarlyBird: Early-Fusion for Multi-View Tracking in the Bird's Eye View	1	2	20 Oct 2023	not harvested
3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian Localization	1	1	22 Jul 2022	ran 2 of 8 samples (6 unverified; 8 pointer-only for licence)
Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)	1	1	12 Aug 2021	not harvested
Stacked Homography Transformations for Multi-View Pedestrian Detection	0	1	1 Jan 2021	not harvested
Multiview Detection with Feature Perspective Transformation	3	1	14 Jul 2020	ran 0 of 1 samples (1 unverified; 1 pointer-only for licence)
Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection	2	1	19 Apr 2017	not harvested

Dataset loaders archive 2025-07-28

hou-yz/MVDetpytorch

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

Multi-Object Tracking Multiview Detection

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

MultiviewX

1 variant name, as the archive lists them.

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