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NBA

Benchmarks

Task NameDataset NameSOTA ResultTrend
Trajectory PredictionNBA (test)
minADE200.17
191
Multi-agent trajectory predictionNBA dataset
ADE0.3
26
Trajectory PredictionNBA dataset
ADE0.16
24
Node ClassificationNBA
BAcc74.34
23
Group Activity RecognitionNBA (test)
MCA83.3
19
Salary PredictionNBA forecasting 2024
Global RMSE0.598
18
Node ClassificationNBA
H(Acc, ΔDP, ΔEO)11.6733
17
Trajectory PredictionNBA 4.0s horizon
ADE1.11
12
Trajectory PredictionNBA 2.0s horizon
ADE0.6
12
Player Potential PredictionNBA FMR=90%, LMR=90%
1-HL88.3
10
Player Potential PredictionNBA FMR=70%, LMR=70%
1-HL Score89.4
10
Player Potential PredictionNBA FMR=50%, LMR=50%
HL (Level 1)0.901
10
Salary PredictionNBA Cold-Start forecasting 2024
R^20.535
9
Link PredictionNBA
Micro-F174.76
9
Node ClassificationNBA (synthetic)
Accuracy72.06
9
Player Trajectory ForecastingNBA Dataset
ADE (m)0.67
8
Trajectory ForecastingNBA 4s
minADE201.01
8
Trajectory ForecastingNBA 3s
minADE200.84
8
Trajectory ForecastingNBA 2s
minADE200.58
8
Node ClassificationNBA
Accuracy72.06
8
Node ClassificationNBA (test)
Accuracy0.7304
8
Node ClassificationNBA
Training Time (s)3.5
8
Group Activity RecognitionNBA 56 (test)
Mean Accuracy50.2
7
Trajectory ForecastingNBA (Scoring)
ADE0.56
6
Trajectory ForecastingNBA (Rebounding)
ADE0.63
6
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