Object segmentation in cluttered environment based on gaze tracing and gaze blinking

ROBOMECH Journal

Table 2 F-score for different segmentation algorithms evaluated on TOSD [25] datasets

Method	All	Glass	Bottle	Plate	Book	Mug
Mask RCNN [28]	0.68	0.72	0.62	0.61	0.68	0.81
DWT [29]	0.74	0.63	0.82	0.72	0.75	0.82
InstanceCut [30]	0.69	0.52	0.84	0.62	0.64	0.85
SGN [31]	0.65	0.66	0.72	0.70	0.67	0.52
Kernel segmentation [7]	0.70	0.62	0.74	0.64	0.65	0.86
Gaze segmentation	0.75	0.72	0.75	0.68	0.68	0.87