Datasets › N-CARS
N-CARS
A large real-world event-based dataset for object classification.
Source: HATS: Histograms of Averaged Time Surfaces for Robust Event-based Object Classification
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 | ||||
|---|---|---|---|---|---|---|
| Classification | N-CARS | MEM Accuracy (%) 98.55 | Masked Event Modeling: Self-Supervised Pretraining for... | tum-vision/mem | 6 | Compare |
| Object Recognition | N-CARS | Spike-VGG11 Accuracy (% ) 96.00 | EventRPG: Event Data Augmentation with Relevance... | myuansun/eventrpg | 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 56. 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 | |||
|---|---|---|---|---|
| EventRPG: Event Data Augmentation with Relevance Propagation Guidance | 1 | 1 | 14 Mar 2024 | ran 5 of 16 samples (11 unverified) |
| GET: Group Event Transformer for Event-Based Vision | 2 | 1 | 4 Oct 2023 | ran 8 of 11 samples (3 unverified; 11 pointer-only for licence) |
| Masked Event Modeling: Self-Supervised Pretraining for Event Cameras | 1 | 1 | 20 Dec 2022 | ran 5 of 18 samples (13 unverified) |
| Object Detection with Spiking Neural Networks on Automotive Event Data | 1 | 3 | 9 May 2022 | ran 1 of 1 samples (0 unverified) |
| End-to-End Learning of Representations for Asynchronous Event-Based Data | 1 | 1 | 17 Apr 2019 | ran 3 of 4 samples (1 unverified) |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- N-CARS
1 variant name, as the archive lists them.
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