Models
BakLLaVA vs. GPT-4 Vision

BakLLaVA vs. GPT-4 Vision

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

Models

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BakLLaVA

BakLLaVA is an LMM developed by LAION, Ontocord, and Skunkworks AI. BakLLaVA uses a Mistral 7B base augmented with the LLaVA 1.5 architecture.
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GPT-4 with Vision

GPT-4 with Vision is a multimodal language model developed by OpenAI.
Model Type
Multimodal Model
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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
650
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License
Apache-2.0
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Training Notebook
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Compare BakLLaVA 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 BakLLaVA passed at one of seven tests.

Here are the results:

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

Read more of our analysis.

Download the raw image results from our analysis.

Models

BakLLaVA vs. GPT-4 Vision

.

Both

BakLLaVA

and

GPT-4 with Vision

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

BakLLaVA

and

GPT-4 with Vision
  BakLLaVA GPT-4 with Vision
Date of Release Oct 13, 2023
Model Type Multimodal Model Object Detection
Architecture Transformer
GitHub Stars 677

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 BakLLaVA passed at one of seven tests.

Here are the results:

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

Read more of our analysis.

Download the raw image results from our analysis.

BakLLaVA

BakLLaVA is an LMM developed by LAION, Ontocord, and Skunkworks AI. BakLLaVA uses a Mistral 7B base augmented with the LLaVA 1.5 architecture.

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 BakLLaVA to other models

Compare GPT-4 with Vision to other models

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