Datasets › Sports10

Sports10

Introduced by Chintan Trivedi et al. in Contrastive Learning of Generalized Game Representations18 Jun 2021 archive 2025-07-28

  • Games dataset containing 100,000 Gameplay Images of 175 Video Games across 10 Sports Genres - AMERICAN FOOTBALL, BASKETBALL, BIKE RACING, CAR RACING, FIGHTING, HOCKEY, SOCCER, TABLE TENNIS, TENNIS.

  • Hand-curated images to remove menu/transition frames and only include gameplay sequences.

  • Games are divided into three visual styling categories: RETRO (arcade-style, 1990s and earlier) MODERN (roughly 2000s) PHOTOREAL (roughly late 2010s).

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
Image Classification Sports10 Max Margin Contrastive Validation Accuracy 93.42 Contrastive Learning of Generalized Game Representations ChintanTrivedi/contrastive-game-representations 1 Compare
Representation Learning Sports10 Max Margin Contrastive Silhouette Score 0.56 Contrastive Learning of Generalized Game Representations ChintanTrivedi/contrastive-game-representations 1 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 5. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Contrastive Learning of Generalized Game Representations 1 2 18 Jun 2021 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

Apache License 2.0

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • Sports10

1 variant name, as the archive lists them.

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