Models
CogVLM vs GPT-4 Vision

CogVLM vs GPT-4 Vision

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

Models

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CogVLM

CogVLM shows strong performance in Visual Question Answering (VQA) and other vision tasks.
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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
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
4.7k+
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License
Apache-2.0
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Training Notebook
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Compare CogVLM 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 CogVLM passed at five of seven tests.

Here are the results:

Based on our tests, CogVLM may perform better than GPT-4V on a range of tasks. But, we encourage you to run your own analysis and experiment with different prompts to explore the strengths and weaknesses of each model further.

Read more of our analysis.

Download the raw image results from our analysis.

Models

CogVLM vs GPT-4 Vision

.

Both

CogVLM

and

GPT-4 with Vision

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

CogVLM

and

GPT-4 with Vision
  CogVLM GPT-4 with Vision
Date of Release Oct 05, 2023
Model Type Multimodal Model Object Detection
Architecture Transformer
GitHub Stars 4700

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 CogVLM passed at five of seven tests.

Here are the results:

Based on our tests, CogVLM may perform better than GPT-4V on a range of tasks. But, we encourage you to run your own analysis and experiment with different prompts to explore the strengths and weaknesses of each model further.

Read more of our analysis.

Download the raw image results from our analysis.

CogVLM

CogVLM shows strong performance in Visual Question Answering (VQA) and other vision tasks.

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 CogVLM to other models

Compare GPT-4 with Vision to other models

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