Transformer-Based Data-Driven Video Coding Acceleration for Industrial Applications

Table 4

Encoding performance of the proposed approach on different resolution classes.

Class	ESDA		BTRNFA		Proposed
	BD-rate (%)	TS (%)	BD-rate (%)	TS (%)	BD-rate (%)	TS (%)
A	1.00	48.50	2.28	62.21	4.03	59.04
B	1.16	45.60	2.69	70.66	4.82	67.78
C	0.55	33.75	1.32	52.82	2.88	53.09
D	0.30	33.00	0.88	41.86	1.71	41.45
E	2.73	61.33	3.30	74.19	6.82	72.49
Average	1.15	44.44	2.09	60.35	3.90	58.77