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.
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
PyTorch
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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
Compare Alternatives

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.