Datasets › WiGesture
WiGesture (Wireless Sensing Dataset for Gesture Recognition and People ID Identification with ESP32)
WiGesture dataset contains data related to gesture recognition and people id identification in a meeting room scenario. The dataset provides synchronised CSI, RSSI, and timestamp for each sample. It can be used for research on WiFi-based human gesture recognition and people id identification.
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 | ||||
|---|---|---|---|---|---|---|
| Action Classification | WiGesture | CSI-BERT2 Accuracy (% ) 99.48 | Mining Limited Data Sufficiently: A BERT-inspired... | — | 3 | Compare |
| Person Identification | WiGesture | CrossFi Accuracy (% ) 99.97 | CrossFi: A Cross Domain Wi-Fi Sensing Framework Based on... | RS2002/CrossFi | 3 | Compare |
Papers archive 2025-07-28
3 shown of 3 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 5. 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 | |||
|---|---|---|---|---|
| Mining Limited Data Sufficiently: A BERT-inspired Approach for CSI Time Series Application in Wireless Communication and Sensing | 0 | 2 | 9 Dec 2024 | not harvested |
| CrossFi: A Cross Domain Wi-Fi Sensing Framework Based on Siamese Network | 1 | 2 | 20 Aug 2024 | not harvested |
| Finding the Missing Data: A BERT-inspired Approach Against Package Loss in Wireless Sensing | 1 | 2 | 19 Mar 2024 | not harvested |
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
Variants archive 2025-07-28
- WiGesture
1 variant name, as the archive lists them.
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