GPT-4 Vision

91.8
Score

Overall Performance Score

OpenAI Logo OpenAI
2023-11-06
94%
TextGeneration
90%
Reasoning
88%
Coding

Overview

What is GPT-4 Vision?

GPT-4 with vision capabilities, enabling image understanding and multimodal interactions.

Created by:

OpenAI

Release Date:

2023-11-06

Capabilities Overview

TextGeneration 94%
Reasoning 90%
Coding 88%
Multimodal 95%
Safety 92%

Technical Specifications

Architecture

type: Multimodal Transformer
parameters: 1.2 trillion
context: 32,000 tokens
trainingDataUpTo: April 2023
architecture: GPT-4 with integrated vision encoder, featuring cross-modal attention mechanisms, image tokenization layers, and unified text-vision processing pipeline

Performance Metrics

MMLU: 93.7%
HumanEval: 85.2%
VQA v2: 89.4%
TextVQA: 92.1%
ChartQA: 87.6%
OCR Accuracy: 94.3%
Visual Reasoning: 88.9%
Image Captioning: 91.7%

Performance Dashboard

TextGeneration

94%

Reasoning

90%

Coding

88%

Multimodal

95%

Safety

92%

Technical Metrics

Parameters: 1.2T
ContextWindow: 32000
Latency: 300
Accuracy: 91.5
Cost: $0.04/1K tokens

Benchmark Performance

MMLU 93.7%
HumanEval 85.2%
VQA v2 89.4%
TextVQA 92.1%
ChartQA 87.6%
OCR Accuracy 94.3%
Visual Reasoning 88.9%
Image Captioning 91.7%

Features

Image understanding

Analyze and interpret visual content with high accuracy and detail

Chart and graph analysis

Extract insights from data visualizations and complex charts

OCR capabilities

Read and extract text from images and scanned documents

Visual reasoning

Understand spatial relationships and visual logic in images

Multi-format support

Work with various image formats and multimedia content types

Creative visual analysis

Generate creative descriptions and interpretations of artistic and abstract visual content

Pros & Cons

Advantages

  • Strong image understanding
  • Versatile multimodal capabilities
  • Good text-image integration

Disadvantages

  • Higher latency
  • More expensive than text-only models
  • Limited video processing

What can it do?

Photo Analysis

Identify objects, people, and scenes in photographs with detailed descriptions and context

Data Visualization

Extract insights from charts, graphs, and infographics to explain trends and patterns

Design Feedback

Analyze UI/UX designs, artwork, and visual compositions with constructive feedback

Frequently Asked Questions

Global Presence

Strategically located across continents to serve users worldwide.

World Map

Headquarters

Sofia, Bulgaria

MENA Partner (TiTrias)

Cairo, Egypt

US Partners

New York, USA

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