Dataset Viewer
video_path
stringlengths 16
18
| intent
stringlengths 6
135
|
|---|---|
0021800218-681.mp4
|
26' 3PT Jump Shot
|
0021801221-32.mp4
|
MISS 26' 3PT Jump Shot
|
0021800553-404.mp4
|
3PT Jump Shot ( AST)
|
0021800289-310.mp4
|
MISS 3' Layup , OFFENSIVE REBOUND , MISS 3' Turnaround Hook Shot , DEFENSIVE REBOUND
|
0021800211-59.mp4
|
MISS 16' Pullup Jump Shot , DEFENSIVE REBOUND
|
0021800900-332.mp4
|
MISS 4' Driving Floating Bank Jump Shot
|
0021800339-149.mp4
|
17' Jump Shot
|
0021800235-7.mp4
|
MISS 16' Step Back Jump Shot , DEFENSIVE REBOUND
|
0021800661-466.mp4
|
25' 3PT Jump Shot ( AST)
|
0021800711-70.mp4
|
13' Pullup Jump Shot
|
0021800900-29.mp4
|
Lost Ball Turnover
|
0021800211-212.mp4
|
MISS 2' Putback Layup , DEFENSIVE REBOUND
|
0021801179-91.mp4
|
Lost Ball Turnover
|
0021800808-452.mp4
|
S.FOUL
|
0021800160-87.mp4
|
MISS 15' Pullup Jump Shot , DEFENSIVE REBOUND
|
0021800109-415.mp4
|
DEFENSIVE REBOUND
|
0021800711-177.mp4
|
MISS 14' Jump Shot , OFFENSIVE REBOUND
|
0021800822-408.mp4
|
2' Cutting Layup Shot ( AST)
|
0021801041-364.mp4
|
14' Pullup Jump Shot
|
0021800094-182.mp4
|
MISS 13' Pullup Jump Shot , DEFENSIVE REBOUND
|
0021800315-309.mp4
|
Inbound Turnover
|
0021800868-570.mp4
|
1' Tip Layup Shot
|
0021800390-233.mp4
|
6' Driving Layup ( AST)
|
0021800901-336.mp4
|
25' 3PT Jump Shot ( AST)
|
0021800613-116.mp4
|
MISS 3PT Jump Shot , DEFENSIVE REBOUND
|
0021800048-446.mp4
|
Bad Pass Turnover
|
0021800417-239.mp4
|
MISS 16' Jump Shot , DEFENSIVE REBOUND
|
0021800852-182.mp4
|
MISS 3PT Jump Shot , DEFENSIVE REBOUND
|
0021800468-82.mp4
|
OFFENSIVE REBOUND , S.FOUL
|
0021801124-9.mp4
|
MISS 19' Jump Shot , DEFENSIVE REBOUND
|
0021800354-269.mp4
|
16' Pullup Jump Shot ( AST)
|
0021800553-218.mp4
|
OFF.Foul , Offensive Foul Turnover
|
0021800210-49.mp4
|
2' Driving Reverse Layup ( AST)
|
0021800561-669.mp4
|
11' Floating Jump Shot
|
0021800160-345.mp4
|
1' Driving Layup
|
0021800417-160.mp4
|
S.FOUL
|
0021800494-428.mp4
|
MISS 27' 3PT Jump Shot , DEFENSIVE REBOUND
|
0021800341-424.mp4
|
Offensive Foul Turnover
|
0021800250-30.mp4
|
MISS 27' 3PT Jump Shot , DEFENSIVE REBOUND
|
0021800769-587.mp4
|
MISS 3PT Jump Shot , DEFENSIVE REBOUND
|
0021800375-691.mp4
|
MISS 26' 3PT Jump Shot , DEFENSIVE REBOUND
|
0021801158-561.mp4
|
5' Driving Layup ( AST)
|
0021800210-318.mp4
|
25' 3PT Jump Shot ( AST)
|
0021800489-266.mp4
|
1' Cutting Dunk Shot ( AST)
|
0021800573-195.mp4
|
10' Jump Shot ( AST)
|
0021800676-545.mp4
|
DEFENSIVE REBOUND , End of 3rd Period
|
0021800484-132.mp4
|
MISS 18' Jump Shot , DEFENSIVE REBOUND
|
0021800337-66.mp4
|
Bad Pass Turnover
|
0021800419-309.mp4
|
S.FOUL
|
0021800250-134.mp4
|
P.FOUL
|
0021800676-494.mp4
|
13' Pullup Jump Shot
|
0021800160-421.mp4
|
25' 3PT Jump Shot ( AST)
|
0021801221-217.mp4
|
MISS 8' Turnaround Fadeaway Shot
|
0021800868-233.mp4
|
DEFENSIVE REBOUND
|
0021801158-532.mp4
|
Driving Reverse Layup
|
0021800868-384.mp4
|
P.FOUL
|
0021800289-368.mp4
|
MISS 5' Reverse Layup , DEFENSIVE REBOUND
|
0021800399-114.mp4
|
3' Driving Layup
|
0021800218-422.mp4
|
3' Running Dunk ( AST)
|
0021800094-343.mp4
|
26' 3PT Pullup Jump Shot
|
0021800743-373.mp4
|
MISS 26' 3PT Jump Shot , OFFENSIVE REBOUND , MISS 17' Pullup Jump Shot , DEFENSIVE REBOUND
|
0021800822-378.mp4
|
MISS 3PT Jump Shot , DEFENSIVE REBOUND
|
0021800232-23.mp4
|
Offensive Charge Foul , Offensive Foul Turnover
|
0021800386-481.mp4
|
MISS 24' 3PT Jump Shot , OFFENSIVE REBOUND
|
0021800354-548.mp4
|
Out of Bounds - Bad Pass Turnover Turnover
|
0021800261-7.mp4
|
MISS 24' 3PT Jump Shot , DEFENSIVE REBOUND
|
0021801212-355.mp4
|
Bad Pass Turnover
|
0021800215-362.mp4
|
DEFENSIVE REBOUND
|
0021800238-472.mp4
|
MISS 2' Alley Oop Layup , DEFENSIVE REBOUND
|
0021800768-397.mp4
|
2' Turnaround Hook Shot ( AST)
|
0021800642-276.mp4
|
25' 3PT Jump Shot ( AST)
|
0021800661-456.mp4
|
MISS 26' 3PT Jump Shot , DEFENSIVE REBOUND
|
0021800942-466.mp4
|
1' Running Layup ( AST)
|
0021800232-9.mp4
|
19' Jump Shot ( AST)
|
0021800627-62.mp4
|
7' Jump Shot ( AST)
|
0021800401-563.mp4
|
MISS 26' 3PT Jump Shot
|
0021801071-544.mp4
|
MISS 2' Driving Layup , DEFENSIVE REBOUND
|
0021800110-4.mp4
|
Jump Ball vs. Tip to
|
0021800047-494.mp4
|
Bad Pass Turnover
|
0021800743-552.mp4
|
MISS 4' Running Layup
|
0021800835-115.mp4
|
27' 3PT Jump Shot ( AST) , S.FOUL
|
0021801019-238.mp4
|
MISS Cutting Layup Shot , DEFENSIVE REBOUND
|
0021800453-158.mp4
|
MISS 25' 3PT Step Back Jump Shot , DEFENSIVE REBOUND
|
0021800938-91.mp4
|
DEFENSIVE REBOUND
|
0021800769-804.mp4
|
Jump Ball vs. Tip to , Lost Ball Turnover
|
0021800701-8.mp4
|
20' Pullup Jump Shot ( AST)
|
0021800235-407.mp4
|
15' Turnaround Fadeaway
|
0021801216-65.mp4
|
Out of Bounds - Bad Pass Turnover Turnover
|
0021801174-164.mp4
|
Out of Bounds - Bad Pass Turnover Turnover
|
0021801192-402.mp4
|
1' Hook Bank Shot ( AST)
|
0021800613-251.mp4
|
S.FOUL
|
0021800198-646.mp4
|
End of 4th Period
|
0021800573-303.mp4
|
MISS 26' 3PT Jump Shot
|
0021800701-669.mp4
|
15' Jump Shot ( AST)
|
0021800573-54.mp4
|
Bad Pass Turnover
|
0021800907-609.mp4
|
MISS 3PT Jump Shot , DEFENSIVE REBOUND
|
0021800907-214.mp4
|
MISS 4' Driving Layup , OFFENSIVE REBOUND , MISS 1' Putback Layup , DEFENSIVE REBOUND
|
0021801179-256.mp4
|
26' 3PT Jump Shot ( AST)
|
0021800743-638.mp4
|
S.FOUL
|
0021800408-401.mp4
|
1' Cutting Finger Roll Layup Shot ( AST)
|
End of preview. Expand
in Data Studio
Basketball Video-Text Dataset
Overview
A curated subset of the NSVA dataset designed to establish benchmarks for sports video-text models. This dataset addresses the gap in sports-specific evaluation metrics for video understanding models.
Dataset Structure
- Train: 1,051 video-text pairs
- Validation: 265 video-text pairs
- Format: Files with
video_pathandintentcolumns - Domain: Basketball action descriptions
Why This Dataset?
Existing video-text datasets focus on abstract-level information but lack sports-specific details. For example, we don't need models to predict generic descriptions like "basketball players are playing basketball" - we need them to understand specific actions like "Three-point 26' jump-shot missed and rebound."
As shown in the NSVA paper, their approach provides compact, actionable information for statistics counting and game analysis, unlike existing datasets that offer vague descriptions. With the rise of video understanding models, we need standardized benchmarks for sports video analysis. This subset enables practitioners to train and validate their models with consistent evaluation metrics.
Usage
This dataset contains video filenames and corresponding action descriptions. To access the actual video files, follow the instructions and use the tools provided in the original NSVA repository: https://github.com/jackwu502/NSVA
Acknowledgement
@inproceedings{dew2022sports,
title={Sports Video Analysis on Large-Scale Data},
author={Wu, Dekun and Zhao, He and Bao, Xingce and Wildes, Richard P.},
booktitle={ECCV},
month = {Oct.},
year={2022}
}
License
By using this dataset, you must ensure your use falls under fair use as defined by the original authors. All credits go to the original NSVA dataset creators.
- Downloads last month
- 10