Datasets › MVSEC
MVSEC (Multi Vehicle Stereo Event Camera)
The Multi Vehicle Stereo Event Camera (MVSEC) dataset is a collection of data designed for the development of novel 3D perception algorithms for event based cameras. Stereo event data is collected from car, motorbike, hexacopter and handheld data, and fused with lidar, IMU, motion capture and GPS to provide ground truth pose and depth images.
Source: EV-FlowNet: Self-Supervised Optical Flow Estimation for Event-based Cameras
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 | ||||
|---|---|---|---|---|---|---|
| Video Reconstruction | MVSEC | HyperE2VID Mean Squared Error 0.076 | HyperE2VID: Improving Event-Based Video Reconstruction... | ercanburak/HyperE2VID | 4 | Compare |
| Event-based Optical Flow | MVSEC | S-TLLR Average End-Point Error 3.45 | S-TLLR: STDP-inspired Temporal Local Learning Rule for... | mapolinario94/s-tllr | 1 | Compare |
Papers archive 2025-07-28
5 shown of 5 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 28. 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 | |||
|---|---|---|---|---|
| S-TLLR: STDP-inspired Temporal Local Learning Rule for Spiking Neural Networks | 1 | 1 | 27 Jun 2023 | not harvested |
| HyperE2VID: Improving Event-Based Video Reconstruction via Hypernetworks | 1 | 1 | 10 May 2023 | not harvested |
| Event-Based Video Reconstruction Using Transformer | 1 | 1 | 1 Jan 2021 | not harvested |
| Reducing the Sim-to-Real Gap for Event Cameras | 1 | 1 | 20 Mar 2020 | not harvested |
| High Speed and High Dynamic Range Video with an Event Camera | 1 | 1 | 15 Jun 2019 | ran 1 of 2 samples (1 unverified; 2 pointer-only for licence) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
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
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- MVSEC
1 variant name, as the archive lists them.
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