Models
LLaVA vs. GPT-4 Vision

LLaVA vs. GPT-4 Vision

Both LLaVA-1.5 and GPT-4 with Vision are commonly used in computer vision projects. Below, we compare and contrast LLaVA-1.5 and GPT-4 with Vision.

Models

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LLaVA-1.5

LLaVA is an open source multimodal language model that you can use for visual question answering and has limited support for object detection.
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GPT-4 with Vision

GPT-4 with Vision is a multimodal language model developed by OpenAI.
Learn more about GPT-4 with Vision
Model Type
Object Detection
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Object Detection
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Model Features
Item 1 Info
Item 2 Info
Architecture
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Transformer
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Frameworks
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
16,000
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License
Apache-2.0
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Training Notebook
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Compare LLaVA-1.5 and GPT-4 with Vision with Autodistill

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.

Models

LLaVA vs. GPT-4 Vision

.

Both

LLaVA-1.5

and

GPT-4 with Vision

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

LLaVA-1.5

and

GPT-4 with Vision
  LLaVA-1.5 GPT-4 with Vision
Date of Release Oct 05, 2023
Model Type Object Detection Object Detection
Architecture Transformer
GitHub Stars 16000

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-1.5

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

GPT-4 with Vision

GPT-4 with Vision is a multimodal language model developed by OpenAI.

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

Compare LLaVA-1.5 to other models

Compare GPT-4 with Vision to other models

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