Table 7.

Comparative study of OEMPTER-ISCSO model with existing approaches^20,21,50.

Approach
bc-LSTM	82.33	74.38	58.90	61.45
CRN Algorithm	79.90	68.68	59.74	63.05
PCN Method	90.11	69.06	60.52	63.53
BERT-BiLSTM	87.92	69.09	59.01	62.02
XLNet Model	88.64	71.46	59.40	63.51
Bert Method	85.86	72.58	60.00	61.03
XLNet-BIGRU-Att	91.71	72.93	58.34	60.52
Base ViT	68.34	71.13	59.78	63.76
CrossViT	69.74	75.08	59.19	63.34
Cross Former	72.47	71.51	60.64	61.85
Early ConViT	68.24	69.40	59.22	63.18
Mobile ViT	74.28	73.69	59.52	61.09
PiT Model	72.84	76.27	60.47	62.26
OEMPTER-ISCSO	95.93	96.68	95.93	96.30