Models

LLaVA vs. BakLLaVA

Both

LLaVA

and

BakLLaVA

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

LLaVA

and

BakLLaVA

.

  LLaVA BakLLaVA
Date of Release
Model Type Object Detection Multimodal Model
Architecture
GitHub Stars

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

Based on our tests, we assess that both LLaVA and BakLLaVA, while notable models, do not perform as well as other LMMs such as Qwen-VL and CogVLM.

Read more of our analysis.

LLaVA

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

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

Compare LLaVA to other models

Compare BakLLaVA to other models

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