## 3 Results
### AIGC Input-Output Classification
\begin{table}
\begin{tabular}{l l l l l} \hline \hline
**Input** & **Output** & **Prescribed Task** & **Technique/ Technology/ Model** & **Ref.** \\ \hline  & 3D Image & Generate 3D images using textual descriptions & Magic3D & [103] \\ \cline{2-5}  & 3D & & \\ Animated & & Generate text-driven 3D avatar with animations & AvatarCLIP & [66] \\ Avatar & & & \\ \cline{2-5}  & 3D Faces & Generate personalized, animatable 3D faces using text guidance & DreamFace & [102] \\ \cline{2-5}  & 3D Human & Generate 3D human avatars with identities and artistic styles using a text & AvatarCraft & [55] \\ Avatar & prompt & & \\ \cline{2-5}  & 3D Human & Generate 3D motion using text descriptions & MotionCLIP & [118] \\ \cline{2-5}  & 3D Human & & \\ Motion & & & \\ Animated & & Generate animated characters from text & Progressive Structure-conditional GANs (PSGAN) & [144] \\ \cline{2-5}  & & & \\ Anxiety & & & \\ \hline Audio & & Generate audio using text & w2v-BERT (Word2 Vec and BERT) & [120] \\ \cline{2-5}  & Music & Generate music from lyrics & Jakebow & [145] \\ \cline{2-5}  & & & CodeBERT & [114] \\ \cline{2-5}  & & & \\ Code & & & \\ \cline{2-5}  & & & \\ \cline{2-5}  & & & \\ \cline{2-5}  & & & \\ \cline{2-5}  & & & \\ \cline{2-5}  & & & \\ \cline{2-5}  & & & \\ \cline{2-5}  & & & \\ \hline Knowledge & & & \\ graph & & Generate a knowledge graph (SG) using textual inputs & Grapher & [117] \\ \cline{2-5}  & & & \\ \hline  & & Generate images using text & Text Conditioned Auxiliary Classifier Generative Adversarial Network & [84] \\ \cline{2-5}  & & & (TAC-GAN) & [84] \\ \cline{2-5}  & & & \\ \cline{2-5}  & & & \\ \cline{2-5}  & & & \\ \cline{2-5}  & & & \\ \cline{2-5}  & & & \\ \cline{2-5}  & & & \\ \cline{2-5}  & & & \\ \cline{2-5}  & & & \\ \cline{2-5}  & & & \\ \cline{2-5}  & & & \\ \cline{2-5}  & & & \\ \cline{2-5}  & & & \\ \cline{2-5}  & & & \\ \cline{2-5}  & & & \\ \hline Image & & & \\ \cline{2-5}  & & & \\ \cline{2-5}  & & & \\ \cline{2-5}  & & & \\ \cline{2-5}  & & & \\ \cline{2-5}  & & & \\ \hline Image & Generate more complex images using captions & Generative Adversarial CLPs (SALP) & [151] \\ \cline{2-5}  & Image & Generate original, realistic images and art using a text prompt & Contrastive Language Image Pre-training (CLIP) & [130] \\ \cline{2-5}  & & & \\ \hline Molecule & & Text-based de novo molecule generation, molecule captioning & MoT5 (Molecular T5) & [58] \\ \cline{2-5}  & Molecule & Generate or retrieve molecular structures using textual description & Text2 Mol & [40] \\ \cline{2-5}  & & & \\ \hline  & Synthesize custom voice speech using text & Adaptive Text to Speech (AdaSpeech) & [113] \\ \cline{2-5}  & & & \begin{tabular}{l} Denoising Diffusion Model for Text-to-Speech (Diff-TTS) \\ Grad-TTS \\ \end{tabular} & [63] \\ \cline{2-5} Speech & Convert text to human-like speech & & ProDiff & [53] \\ \cline{2-5}  & & & \begin{tabular}{l} DiffGenerative Adversarial Networks (GAN)-TTS \\ \end{tabular} & [128] \\ \cline{2-5}  & & & \begin{tabular}{l} Pixel Convolutional Neural Network - Wavenet \\ \end{tabular} & [123] \\ \cline{2-5}  & & & \begin{tabular}{l} Generative speech using text \\ \end{tabular} & [42] \\ \cline{2-5}  & & & \begin{tabular}{l} Generative Adversarial Networks (GAN)-Synth) \\ \end{tabular} & [153] \\ \hline Text & & & \begin{tabular}{l} Text-to-Text Transfer Transformer (TS) \\ \end{tabular} & [99] \\ \cline{2-5}  & Text & To translate text from one language to another & Convolutional Sequence to Sequence Learning (ConvS2S) & [132] \\ \cline{2-5}  & & & \
\begin{tabular}{l} Sequence to Sequence (SeqSeq) \\ \end{tabular} & [108] \\ \hline Text & & Generate handwritten characters in a target/new font style using text & GlyphGAN & [154] \\ \hline Text & & Generate accurate and meaningful corrections for code issues & TFix & [45] \\ \hline Text & Explains the given input statements & WTS (Why, T5Y) & [121] \\ \hline Text & & Perform tasks like translation, question answering, classification, and summarization using input texts & Text-To-Text Transformer (TS) & [99] \\ \hline Text & & Generate or crack passwords & PassGAN & [155] \\ \hline Text & & Chat with users, answer follow-up questions, challenge incorrect premises, and reject inappropriate requests & InstructFGT (GPT-3) & [111] \\ \hline Text & &
\begin{tabular}{l} Operator as a conversational AI system to chat with users and answer follow-up questions \\ \end{tabular} & Language Models for Dialog Applications (LaMDA) & [33] \\ \hline \hline \end{tabular}
\end{table}