Table 9 Comparison of MAE and RMSE across different methods for various activities on KIMORE dataset.

From: Towards an RGB camera-based live repetition counter using auto correlation with action recognition for home rehabilitation

Exercise

Our Approach

Dwibedi et al.36

Sinha et al.39

Levy et al.37

MAE

RMSE

MAE

RMSE

MAE

RMSE

MAE

RMSE

Ex1

0.7681

1.4193

0.4493

0.9089

2.1014

2.5509

4.0725

4.6141

Ex2

1.6349

2.1566

0.8889

1.2215

1.4921

1.8856

4.0476

4.2892

Ex3

1.7077

2.4651

0.5846

0.9767

2.0923

3.0026

4.0154

4.3518

Ex4

1.9143

2.6780

1.7714

2.6565

4.0429

4.8595

5.4857

6.5027

Ex5

1.2083

1.5943

0.6667

1.0801

1.1528

1.6202

3.3194

3.9809

Average

1.4467

2.0627

0.8722

1.3687

2.1763

2.7838

4.1881

4.7477

  1. The best performing are shown in Bold and the second best are Italics.
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