Models
CogVLM vs. LLaVA

CogVLM vs. LLaVA

Both CogVLM and LLaVA-1.5 are commonly used in computer vision projects. Below, we compare and contrast CogVLM and LLaVA-1.5.

Models

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CogVLM

CogVLM shows strong performance in Visual Question Answering (VQA) and other vision tasks.
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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.
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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Frameworks
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
4.7k+
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16,000
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License
Apache-2.0
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Apache-2.0
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Training Notebook
Compare Alternatives

Compare CogVLM and LLaVA-1.5 with Autodistill

We ran seven tests across five state-of-the-art Large Multimodal Models (LMMs) on November 23rd, 2023. CogVLM passed at five of seven tests and LLaVA passed at one of seven tests. Here are the results:

Based on our tests, CogVLM performs better across different multimodal tasks than LLaVA.

Read more of our analysis.

Models

CogVLM vs. LLaVA

.

Both

CogVLM

and

LLaVA-1.5

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

CogVLM

and

LLaVA-1.5
  CogVLM LLaVA-1.5
Date of Release Oct 05, 2023 Oct 05, 2023
Model Type Multimodal Model Object Detection
Architecture
GitHub Stars 4700 16000

We ran seven tests across five state-of-the-art Large Multimodal Models (LMMs) on November 23rd, 2023. CogVLM passed at five of seven tests and LLaVA passed at one of seven tests. Here are the results:

Based on our tests, CogVLM performs better across different multimodal tasks than LLaVA.

Read more of 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

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

Compare CogVLM to other models

Compare LLaVA-1.5 to other models

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