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In this episode of the Colaberry AI Podcast, we dig into the performance of GPT-4o and other multimodal foundation models on traditional computer vision tasks and how they stack up against specialized vision systems.ย
Key highlights from the discussion:
ย ๐ How researchers used prompt chaining to test models on CV tasks
๐ GPT-4o leads among non-reasoning models, but still trails behind specialized systems
๐ Major gaps in geometric understanding and spatial accuracy
๐ง Reasoning-based models showed promise in 3D vision tasks
๐ Why prompt chaining consistently outperforms direct prompting
Is GPT-4o ready for vision-critical tasks? Letโs explore what the evidence says.
๐งพ Ref:
How Well Does GPT-4o Understand Vision โ Vlad Bogo
๐ง Listen to our audio podcast:
๐ Colaberry AI Podcast
Stay connected for daily AI insights:
LinkedIn
YouTube
Twitter/X
Contact Us:
[email protected]
(972) 992-1024
Disclaimer:
This podcast is for educational purposes only. All content is credited to the original creators. If you find any issues or believe this content violates rights, please contact us at [email protected], and we will act swiftly to review or take it down.
Check Out Website: www.colaberry.ai
Send us a text
In this episode of the Colaberry AI Podcast, we dig into the performance of GPT-4o and other multimodal foundation models on traditional computer vision tasks and how they stack up against specialized vision systems.ย
Key highlights from the discussion:
ย ๐ How researchers used prompt chaining to test models on CV tasks
๐ GPT-4o leads among non-reasoning models, but still trails behind specialized systems
๐ Major gaps in geometric understanding and spatial accuracy
๐ง Reasoning-based models showed promise in 3D vision tasks
๐ Why prompt chaining consistently outperforms direct prompting
Is GPT-4o ready for vision-critical tasks? Letโs explore what the evidence says.
๐งพ Ref:
How Well Does GPT-4o Understand Vision โ Vlad Bogo
๐ง Listen to our audio podcast:
๐ Colaberry AI Podcast
Stay connected for daily AI insights:
LinkedIn
YouTube
Twitter/X
Contact Us:
[email protected]
(972) 992-1024
Disclaimer:
This podcast is for educational purposes only. All content is credited to the original creators. If you find any issues or believe this content violates rights, please contact us at [email protected], and we will act swiftly to review or take it down.
Check Out Website: www.colaberry.ai