Two-Stream Retentive Long Short-Term Memory Network for Dense Action Anticipation

Table 1

Dense action anticipation performance comparison on the Breakfast data set.

Observation%	Prediction%	2S-RLSTM	CNN [32]	RNN [32]	Grammar [35]
20	10	65.04	57.59	60.35	48.92
	20	52.67	49.12	50.44	40.33
	30	50.42	44.03	45.28	36.24
	50	45.42	39.26	40.02	31.46
30	10	65.44	60.23	61.45	52.66
	20	54.59	50.14	50.25	42.15
	30	49.24	45.18	44.90	38.44
	50	46.03	40.51	41.75	33.09