> For the complete documentation index, see [llms.txt](https://metaverse-imagen.gitbook.io/ai-tools-research/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/llm-performance-benchmarks/llm-benchmarks-master-list/llm-benchmark-categories.md).

# LLM Benchmark Categories

##   LLM BENCHMARK CATEGORIES

 

### <mark style="color:red;">1.     Text</mark>

a.     Language Understanding

b.     Language Generation

c.      Factuality and Truthfulness

d.     Summarization

e.     Translation

f.       Question Answering

g.      Common Sense Reasoning

h.     Conversational AI

i.       Dialogue Systems

j.       Sentiment Analysis

k.      Named Entity Recognition (NER)

l.       Document Understanding

m.   Machine Reading Comprehension (MRC)

n.     Natural Language Inference (NLI)

o.     Text Classification

p.     Text Generation

q.     Paraphrase Identification

### <mark style="color:red;">2.     Audio</mark>

a.     Audio Generation

### <mark style="color:red;">3.     Video</mark>

a.     Video Computer Vision and Video Generation

### <mark style="color:red;">4.     Image</mark>

a.     Image Computer Vision

b.     Image Computer Vision, Instruction Following

c.      Image Computer Vision, Editing

d.     Image Computer Vision, Segmentation

e.     Image Computer Vision, 3D Reconstruction from Images

### <mark style="color:red;">5.     Reasoning</mark>

a.     Mathematical Reasoning

b.     General Reasoning

c.      Visual Reasoning

d.     Moral Reasoning

e.     Causal Reasoning

### <mark style="color:red;">6.     Other</mark>

a.     General Agents

b.     Robotics

c.      Reinforcement Learning from Human Feedback

d.     Code Generation<br>