Models
Qwen
Task & Scene Generalization and Instruction Following

QwenX · Jun 16, 2026 · official

Task & Scene Generalization and Instruction Following

Qwen's grouped bar chart drew 7.9K views on X: 0.0x its median post and #856 of 1,162 AI chart posts we hold by views. Read Oct 12, 2026.

Qwen-RobotManip outperforms SOTA across benchmarks

XData Grouped bar chart Qwen-VL and QVQ All Qwen modelsPrev. SOTAQwen-RobotManip

Qwen: Task & Scene Generalization and Instruction Following — Published by Qwen on X, Jun 16, 2026. Source: x.com

43/ 100

ViralChart score

Small but loved

Fewer views than the median post but a higher engagement rate: a smaller crowd that acted on it.

#720 of 1,162 AI chart posts we hold · #48 of 55 Qwen posts. Score = views 40%, likes 30%, engagement rate 15%, save rate 15%, each as a percentile of every AI chart post we hold.

Our read

The post sits in the Small but loved quadrant, at #720 of 1,162 AI chart posts.

Its 7.9K views sit at 0.03x Qwen's 275K median, ranking #51 of 55 Qwen posts.

At 0.027 views per follower against a 0.20 median, it lands in the 16th percentile.

Its 1.19% engagement rate beats the 0.73% median among AI chart posts, at the 83rd percentile.

0.0xQwen's median post

7.9K views, where Qwen's typical post gets 275.3K.

0.03views per follower

7.9K views from an account with 296.6K followers.

0.1xthe median grouped bar chart post

Across 108 grouped bar chart posts we hold, the median gets 87.5K views.

top 17%engagement rate

1.19% of viewers liked, reposted, quoted or replied. The median post gets 0.73%.

Public X numbers from our read on Oct 12, 2026. Peers: 1,162 AI chart posts we hold and 55 from Qwen.

Where it sits

Reach against resonance

Each dot is a post. Right is more views, up is a higher engagement rate. The lines are the medians, so the four corners are the four kinds of post.

Among 1,162 AI chart posts we hold

Score #720 of 1,162

Views	7.9K	#856	bottom 26%
Likes	87	#777	bottom 33%
Engagement rate	1.19%	#202	top 17%
Save rate	0.114%	#356	top 31%

Among 55 Qwen posts

Score #48 of 55

Views	7.9K	#51	bottom 8%
Likes	87	#50	bottom 10%
Engagement rate	1.19%	#5	top 8%
Save rate	0.114%	#32	bottom 43%

Growth

One read so far

Views7.9K

Age at our read118 days

Views per day of life67views divided by days since it was posted

Dots are our reads. The dotted line from the day it was posted to our first read is a gap, not data.

Qwen's posts over time

Every post from this account we hold, by date and views. This one is marked; the line is the running median of the last 10.

News · Jun 16, 2026

Qwen posts RobotManip benchmark chart with 2 models

A grouped bar chart on Qwen-RobotManip generalization drew 7.9K views and 1.19% engagement, above the AI chart median rate.

What happened

Qwen posted a grouped bar chart on June 16, 2026, covering Task & Scene Generalization and Instruction Following. It came with 1 other post from the account that day, on Qwen-RobotNav Performance Comparison.

The numbers

It reached 7.9K views, ranking #856 of 1,162 AI chart posts and #51 of 55 Qwen posts. Its score of 43 placed it at #720 of 1,162 AI chart posts.

The lesson

At 1.19% engagement against a 0.73% median among AI chart posts, this 2-model grouped bar chart drew likes at a higher rate than its 7.9K views would indicate.

What it means

At #48 of 55 Qwen posts by score, this chart sits below the account's own body of work, while its 1.19% engagement rate runs above the 0.63% median for this account.

Written by ViralChart from public numbers read on Oct 12, 2026. Every number is checked against our data before it is shown.

Updates: what Qwen posted next

Data and API

8 points read off this chart

Estimated from the image 55%

Series	Group	Value	Read
Prev. SOTA	RT-C2R (Hard)	47.9 %	printed
Qwen-RobotManip	RT-C2R (Hard)	69.4 %	printed
Prev. SOTA	EBench 365-Unseen	27.1 %	printed
Qwen-RobotManip	EBench 365-Unseen	45.6 %	estimated
Prev. SOTA	RoboCasa	5.4 %	estimated
Qwen-RobotManip	RoboCasa	14.9 %	estimated
Prev. SOTA	LIBERO Plus	84.8 %	estimated
Qwen-RobotManip	LIBERO Plus	91.4 %	estimated

Max plan · API

GET https://viral-chart.com/api/posts/7e74e1a429cf.json
GET https://viral-chart.com/api/charts/7e74e1a429cf.json
GET https://viral-chart.com/api/charts/7e74e1a429cf.skill.md

Make one like this Open the post JSON Chart data JSON Skill file API docs

Static files in this prototype. The post JSON holds the public numbers, ranks, score, quadrant, our reads and, when checked, our copy.

API · Max

Use this chart via API

On the Max plan you can pull this chart's numbers with the provenance of each one, as JSON or CSV, with its redraw spec, or call it from an agent over MCP. Chart id 7e74e1a429cf.

See the Max plan API docs

	Path	Returns	Plan
GET	`/api/v1/charts/7e74e1a429cf`	Title, publisher, date, form, point count; with a Max key, the data link	Open
GET	`/api/v1/charts/7e74e1a429cf/data`	Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV	Max
GET	`/api/v1/charts/7e74e1a429cf/render?view=1`	The draw-only view this page uses	Open
POST	`/mcp`	Tool get_chart_data with this id, for Claude, Cursor and other agents	Max

curlMax

curl -s https://viral-chart.com/api/v1/charts/7e74e1a429cf/data \
  -H "Authorization: Bearer $VIRALCHART_KEY"

Claude CodeMax

claude mcp add --transport http viralchart https://viral-chart.com/mcp \
  --header "Authorization: Bearer $VIRALCHART_KEY"

60 requests a minute per key; over that you get 429 with Retry-After. Up to 5 keys per account, made on your account page and shown once. Without Max, the data route answers 402 with a link to the plans. The numbers describe a chart its publisher owns, and every file carries a license note.

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Questions people ask

Where does this chart come from?

Qwen published it on Jun 16, 2026 on X (x.com). We keep it here, with the publisher and date credited as text, so you can study it without leaving.

Can I make a chart like this?

Use the format, not the picture. Open its data page and use Make one like this: it starts from this chart's numbers and takes yours.