mlsanityData to 7 Oct 2026

SoccerNet 2022 Challenges Results

arXiv 2210.02365 ↗First posted 5 Oct 2022cs.CVcited by 28

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Abstract (arXiv)

The SoccerNet 2022 challenges were the second annual video understanding challenges organized by the SoccerNet team. In 2022, the challenges were composed of 6 vision-based tasks: (1) action spotting, focusing on retrieving action timestamps in long untrimmed videos, (2) replay grounding, focusing on retrieving the live moment of an action shown in a replay, (3) pitch localization, focusing on detecting line and goal part elements, (4) camera calibration, dedicated to retrieving the intrinsic and extrinsic camera parameters, (5) player re-identification, focusing on retrieving the same players across multiple views, and (6) multiple object tracking, focusing on tracking players and the ball through unedited video streams. Compared to last year's challenges, tasks (1-2) had their evaluation metrics redefined to consider tighter temporal accuracies, and tasks (3-6) were novel, including their underlying data and annotations. More information on the tasks, challenges and leaderboards are available on https://www.soccer-net.org. Baselines and development kits are available on https://github.com/SoccerNet.

Key facts. Cited by 28 papers in the map (data through 7 Oct 2026). Builds on 27 of its 33 references that are in the map. First posted on arXiv 5 Oct 2022.

Builds on

27 of 33 references.

References · 27

  1. 2020An Image is Worth 16x16 Words: Transformers for Image Recognition at Scalecited by 29,915
  2. 2018Representation Learning with Contrastive Predictive Codingcited by 7,662
  3. 2015FaceNet: A Unified Embedding for Face Recognition and Clusteringcited by 2,833
  4. 2020Supervised Contrastive Learningcited by 2,803
  5. 2021Masked-attention Mask Transformer for Universal Image Segmentationcited by 2,338
  6. 2018SlowFast Networks for Video Recognitioncited by 1,862
  7. 2022Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference timecited by 1,366
  8. 2017Random Erasing Data Augmentationcited by 1,235
  9. 2021Video Swin Transformercited by 1,090
  10. 2019AugMix: A Simple Data Processing Method to Improve Robustness and Uncertaintycited by 897
  11. 2017Focal Loss for Dense Object Detectioncited by 749
  12. 2018AutoAugment: Learning Augmentation Policies from Datacited by 728
15 more
  1. 2020Deep Learning for Person Re-identification: A Survey and Outlookcited by 547
  2. 2020HOTA: A Higher Order Metric for Evaluating Multi-Object Trackingcited by 546
  3. 2018SoccerNet: A Scalable Dataset for Action Spotting in Soccer Videoscited by 148
  4. 2020SoccerNet-v2: A Dataset and Benchmarks for Holistic Understanding of Broadcast Soccer Videoscited by 129
  5. 2020Unsupervised Pre-training for Person Re-identificationcited by 94
  6. 2022SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videoscited by 80
  7. 2021Camera Calibration and Player Localization in SoccerNet-v2 and Investigation of their Representations for Action Spottingcited by 43
  8. 2021Self-Supervised Pre-Training for Transformer-Based Person Re-Identificationcited by 36
  9. 2021PP-YOLOv2: A Practical Object Detectorcited by 30
  10. 2021Feature Combination Meets Attention: Baidu Soccer Embeddings and Transformer based Temporal Detectioncited by 27
  11. 2022Temporally Precise Action Spotting in Soccer Videos Using Dense Detection Anchorscited by 27
  12. 2022Action Spotting using Dense Detection Anchors Revisited: Submission to the SoccerNet Challenge 2022cited by 14
  13. 2022Faster-TAD: Towards Temporal Action Detection with Proposal Generation and Classification in a Unified Networkcited by 10
  14. 2019Large Scale Landmark Recognition via Deep Metric Learningcited by 6
  15. 2022Sports Re-ID: Improving Re-Identification Of Players In Broadcast Videos Of Team Sportscited by 6

Built on by

Cited by year (2026 to 7 Oct)

Citing papers per year: 2022: 3; 2023: 5; 2024: 10; 2025: 5; 2026: 5.

28 papers.

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  1. 2022Hard to Track Objects with Irregular Motions and Similar Appearances? Make It Easier by Buffering the Matching Spacecited by 66
  2. 2022Body Part-Based Representation Learning for Occluded Person Re-Identificationcited by 63
  3. 2023SoccerNet-Caption: Dense Video Captioning for Soccer Broadcasts Commentariescited by 57
  4. 2023VARS: Video Assistant Referee System for Automated Soccer Decision Making from Multiple Viewscited by 38
  5. 2024SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimapcited by 34
  6. 2024X-VARS: Introducing Explainability in Football Refereeing with Multi-Modal Large Language Modelcited by 22
  7. 2024T-DEED: Temporal-Discriminability Enhancer Encoder-Decoder for Precise Event Spotting in Sports Videoscited by 21
  8. 2023SoccerNet 2023 Challenges Resultscited by 20
  9. 2023Towards Active Learning for Action Spotting in Association Football Videoscited by 14
  10. 2024A Universal Protocol to Benchmark Camera Calibration for Sportscited by 14
  11. 2025SoccerMaster: A Vision Foundation Model for Soccer Understandingcited by 10
  12. 2025Action Anticipation from SoccerNet Football Video Broadcastscited by 9
16 more
  1. 2024SoccerNet 2024 Challenges Resultscited by 8
  2. 2024Enhancing Soccer Camera Calibration Through Keypoint Exploitationcited by 7
  3. 2024A Culturally-Aware Benchmark for Person Re-Identification in Modest Attirecited by 6
  4. 2023A Unified Multi-view Multi-person Tracking Frameworkcited by 5
  5. 2024BroadTrack: Broadcast Camera Tracking for Soccercited by 5
  6. 2025CAMELTrack: Context-Aware Multi-cue ExpLoitation for Online Multi-Object Trackingcited by 4
  7. 2022The Second-place Solution for CVPR 2022 SoccerNet Tracking Challengecited by 2
  8. 2024OSL-ActionSpotting: A Unified Library for Action Spotting in Sports Videoscited by 2
  9. 2024Investigating Event-Based Cameras for Video Frame Interpolation in Sportscited by 1
  10. 2026Towards Athlete Fatigue Assessment from Association Football Videoscited by 1
  11. 2025Calisthenics Skills Temporal Video Segmentationcited by 0
  12. 2025Hand Held Multi-Object Tracking Dataset in American Footballcited by 0
  13. 2026GTATrack: Winner Solution to SoccerTrack 2025 with Deep-EIoU and Global Tracklet Associationcited by 0
  14. 2026Beyond Pedestrians: Caption-Guided CLIP Framework for High-Difficulty Video-based Person Re-Identificationcited by 0
  15. 2026SoccerLens: Grounded Soccer Video Understanding Beyond Accuracycited by 0
  16. 2026Entity-Aware Sequence Transduction for Player-Centric Ball Action Spottingcited by 0