Models

LLaVA vs. GPT-4 Vision

Both

LLaVA

and

GPT-4V

are commonly used in computer vision projects. Below, we compare and contrast

LLaVA

and

GPT-4V

.

  LLaVA GPT-4V
Date of Release
Model Type Object Detection Object Detection
Architecture
GitHub Stars

We ran seven tests across five state-of-the-art Large Multimodal Models (LMMs) on November 23rd, 2023. GPT-4V passed at four of seven tests and LLaVA passed at one of seven tests.

Here are the results:

Based on our tests, GPT-4V performs better than LLaVA at multimodal tasks.

Read more of our analysis.

Download the raw image results from our analysis.

LLaVA

LLaVA is an open source multimodal language model that you can use for visual question answering and has limited support for object detection.

How to AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix

Compare LLaVA to other models

Compare GPT-4V to other models

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