🏆 GPT-4o Leads in Arena Rankings and Tests for Coding, Math, and Reasoning

A couple of weeks after its launch, GPT-4o has firmly secured the top positions in the most popular AI language model tests, surpassing previous OpenAI models and competitors like Gemini 1.5 Pro (Google) and Claude 3 Opus (Anthropic). The success of GPT-4o is impressive.

We've already discussed how the Arena ranking is compiled and how large language models (LLMs) make it to the list. Let's look at other benchmarks used to evaluate LLMs to avoid repetition.

❓ What Are Benchmarks?

Benchmarks are specialized tests designed to assess the effectiveness of language models.

🔣 Popular Benchmarks

MMLU — measures the ability to understand natural language in multitasking scenarios. It covers 57 tasks, including math, history, and computer science.

MATH — a test comprising a dataset of 12,500 complex math problems.

HumanEval — programming tasks in Python.

HellaSwag — measures common sense reasoning. The test checks if the LLM can complete a sentence by choosing the correct reasoning from four options.

GSM-8K — elementary school-level math.

1️⃣ GPT-4o is the clear leader in both Arena and benchmarks for language comprehension, math, and programming.

The video tracks how the list of Arena leaders has changed with the release of new models.

🔠 GPT-4o, GPT-4 Turbo, and Claude 3 Opus are available on @GPT4Telegrambot.

#OpenAI #Claude @hiaimediaen