Datasets › eSports Sensors Dataset

eSports Sensors Dataset

Introduced by Anton Smerdov et al. in Collection and Validation of Psychophysiological Data from Professional and Amateur Players: a Multimodal eSports Dataset2 Nov 2020 archive 2025-07-28

The eSports Sensors dataset contains sensor data collected from 10 players in 22 matches in League of Legends. The sensor data collected includes:

  • Hand/head/chair movements.
  • Heart rate.
  • Muscle activity.
  • Gaze movement on the monitor.
  • Galvanic skin response(GSR).
  • Electroencephalography (EEG).
  • Mouse and keyboard activity.
  • Facial skin temperature.
  • Environmental data.

The data were collected for one team of 5 people simultaneously. In-game logs and meta information for each match are also provided for each match.

Source: https://github.com/smerdov/eSports_Sensors_Dataset

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)PaperCode
Person Re-Identification eSports Sensors Dataset Random Forest Accuracy 52.1 Collection and Validation of Psychophysiological Data... smerdov/eSports_Sensors_Dataset +2 5 Compare
Skills Evaluation eSports Sensors Dataset SVM Accuracy 85.6 Collection and Validation of Psychophysiological Data... smerdov/eSports_Sensors_Dataset +2 5 Compare

Papers archive 2025-07-28

1 shown of 1 paper 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 4. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

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

https://github.com/smerdov/eSports_Sensors_Dataset/blob/master/LICENSE

Modalities archive 2025-07-28

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • eSports Sensors Dataset

1 variant name, as the archive lists them.

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections