A Facial Expression Recognition Method Using Improved Capsule Network Model

Table 4

Comprehensive comparison with existing methods on the JAFFE dataset.

Methods	Angry	Hate	Fear	Happy	Neutral	Upset	Surprise	Average
Reference [23] algorithm	91.28	91.07	94.68	90.23	93.16	89.24	91.08	91.53
Reference [15] algorithm	93.47	92.41	95.87	92.18	94.29	91.17	93.33	93.25
Reference [19] algorithm	96.34	93.27	96.82	95.18	95.27	93.17	94.57	94.95
Proposed	97.78	95.23	98.21	96.11	97.58	95.32	96.69	96.66