Table 6 Analysis of the proposed model with existing work (%).

From: Identifying artificial intelligence-generated content using the DistilBERT transformer and NLP techniques

References

Year

Model

Dataset

Feature

Results

54

2022

RNN

Research paper content

POS

85

25

2022

RoBERTa

Tweets, Reddit comments, Yahoo answers, and Yelp user reviews. weets, Reddit comments, Yahoo answers, and Yelp user reviews. tweets, Reddit comments,

Default feature encoding

91

16

2024

DT

BBC News

Textual Features

89

34

2025

BERT

Essays

Pre-Trained Embeddings

90

Proposed

2025

Distil BERT

AIGC Content

Pretrained Embeddings

98