Table 3 Comparison of experimental results between VOT dataset and UAV123 dataset.

From: Path planning of intelligent tennis ball picking robot integrating twin network target tracking algorithm

Datasets

Index

SiamFC

MORT

SiamRPN

MeMOT

FRoG-MOT

OURS

VOT

Training loss

0.553

0.457

0.389

0.324

0.268

0.128

Training precision

0.687

0.723

0.756

0.784

0.809

0.935

Robustness values

0.503

0.457

0.409

0.354

0.336

0.387

EAO

0.354

0.383

0.407

0.426

0.435

0.459

FPS

40.3

55.7

65.9

76.4

87.6

165.8

UAV123

Training loss

0.574

0.468

0.397

0.296

0.254

0.137

Training precision

0.673

0.718

0.747

0.779

0.823

0.925

Robustness values

0.487

0.439

0.384

0.347

0.328

0.423

EAO

0.364

0.397

0.413

0.434

0.446

0.483

FPS

42.3

57.9

67.6

77.8

87.3

170.7