JoyAI-VL: Real-Time Vision-Language Model
Published June 16, 2026
At a glance
Views
242
Likes
8
Comments
0
Performance vs. channel
All-time outlier score
Engagement rate
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We're working on new analytics and tools. Stay tuned.
About
In this AI Research Roundup episode, Alex discusses the paper: 'JoyAI-VL-Interaction: Real-Time Vision-Language Interaction Intelligence' Current vision-language models are limited by turn-based interactions, preventing them from perceiving real-time, time-critical events. To solve this, researchers introduced JoyAI-VL…
- Published
- June 16, 2026
- Made for kids
- No
More features coming
We're working on new analytics and tools. Stay tuned.
How JoyAI-VL: Real-Time Vision-Language Model is doing
It has 242 views in total. It ranks #14,193,150 among tracked YouTube videos by views.
Key facts about JoyAI-VL: Real-Time Vision-Language Model
- Total views
- 242
- Total likes
- 8
- Total comments
- 0
- Published
- June 16, 2026
- Global rank by views
- #14,193,150
Frequently asked questions
How many views does JoyAI-VL: Real-Time Vision-Language Model have?
JoyAI-VL: Real-Time Vision-Language Model has 242 views, 8 likes, ranking #14,193,150 among tracked YouTube videos by views.
How accurate are these YouTube video analytics?
View, like, and comment counts come from YouTube's public API and refresh regularly. Growth and revenue figures are estimates built from tracked historical data, so they can differ slightly from what the creator sees privately in YouTube Studio.
What is the outlier score?
How this video's views compare to the channel's usual Shorts or long-form video. A 2x score means double the usual views for that channel, 0.5x means half.
What is engagement rate and how is it calculated?
Likes and comments per view, compared to this channel's typical engagement rate — shown as above or below what's usual for the channel.
How is the revenue estimate calculated?
It's a rough public estimate based on a $0.7–$2.0 CPM (revenue per 1,000 views) applied to view count — not actual creator earnings, which depend on ad rates, audience geography, and monetization settings YouTube doesn't expose publicly.
Is this YouTube video analytics checker free?
Yes. You get 10 free channel and video analytics lookups per 24 hours without an account — logging in, which is also free, removes that limit entirely.