Datasets › RGBE-SEG
RGBE-SEG
To perform universal event stream segmentation, we collected a large-scale RGB-Event dataset for event-centric segmentation, from current available pixel-level aligned datasets (VisEvent, COESOT), namely RGBE-SEG. The RGBE-SEG included 65,957 image-event pairs, 64,957 for training and 1,000 for testing. The test set contained 38,760 masks, and we artificially divided it into easy, medium, and hard subsets based on the complexity of scenarios. All ground truth masks were generated by images and the well-trained SAM.
Benchmarks archive 2025-07-28
All 1 leaderboard 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 | ||||
|---|---|---|---|---|---|---|
| Event-based Object Segmentation | RGBE-SEG | EventSAM mIoU 0.41 | Segment Any Events via Weighted Adaptation of Pivotal Tokens | happychenpipi/eventsam | 8 | Compare |
Papers archive 2025-07-28
8 shown of 8 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 8. 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 | |||
|---|---|---|---|---|
| Segment Any Events via Weighted Adaptation of Pivotal Tokens | 1 | 1 | 24 Dec 2023 | ran 6 of 10 samples (4 unverified) |
| Segment Anything | 32 | 1 | 5 Apr 2023 | ran 8 of 23 samples (15 unverified) |
| ESS: Learning Event-based Semantic Segmentation from Still Images | 1 | 1 | 18 Mar 2022 | not harvested |
| EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation | 1 | 1 | 24 Nov 2021 | ran 10 of 17 samples (7 unverified; 17 pointer-only for licence) |
| Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image Translation | 1 | 1 | 4 Sep 2021 | ran 3 of 10 samples (7 unverified) |
| Event-Based Video Reconstruction Using Transformer | 1 | 1 | 1 Jan 2021 | not harvested |
| Learning to Exploit Multiple Vision Modalities by Using Grafted Networks | 0 | 1 | 24 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
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- RGBE-SEG
1 variant name, as the archive lists them.
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