Datasets › MVSEC-SEG
MVSEC-SEG
Based on the MVSEC dataset, we select some image-event pairs to evaluate the segmentation performance, namely MVSEC-SEG, which only serves as a test set. The MVSEC-SEG consists of 500 image-event pairs each in ”indoor flying1” and ”outdoor day2” sequences, containing 54,600 masks.
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 | MVSEC-SEG | EventSAM mIoU 0.40 | 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
- MVSEC-SEG
1 variant name, as the archive lists them.
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