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Table 9 Performance comparison of different volumes

From: EDDSN-MRT: multiple rodent tracking based on ear detection and dual siamese network for rodent social behavior analysis

Model volume

Layers

Parameter

mAP at 0.5 %

mAP at 0.5:0.9 %

Small

280

7.9 million

97.25

62.87

Medium

378

23.5 million

96.63

63.24

Large

476

51.7 million

97.07

64.32

Extreme

574

96.5 million

94.73

50.56