Rankings Industries Categories Companies Research Blog

Sign in List your company

ResearchFormerly WizWand

Papers Benchmarks Datasets Tasks

Research
Benchmarks
Box Refill on Real-world Manipulation Tasks

For AI assistantsMarkdown Content index

Box Refill on Real-world Manipulation Tasks

7TSRKEMO

Updated 4mo ago

Evaluation results

Method	Links
KEMO2026.06		7	3.33
π0.52026.06		4	2.58
MemoryVLA2026.06		0	0

State-of-the-art paper

KEMO

KEMO: Event-Driven Keyframe Memory for Long-Horizon Robot Manipulation with VLA Policies

Dataset

Real-world manipulation tasks

Follow for updates

Join SOTA2 Contact

Related benchmarks

Swap Foods on Real-world Manipulation Tasks Find Block on Real-world Manipulation Tasks Cover Blocks on Real-world Manipulation Tasks Make Sandwich on Real-world Manipulation Tasks Drawer Items Replacement on Real-world Manipulation Tasks

Building an AI company?

Claim your profile, keep your facts current and see how buyers find you. Rankings are never paid for.

How rankings work List your company

Find AI companies and products for your business problem. Compare solutions and evidence by industry and task.

Explore

Rankings
Industries
Categories
Companies
Top AI companies

Read

Blog
Research
For AI assistants
Compare products
llms.txt

For AI companies

List your company
Claim a profile
Ranking badges

SOTA2 with AI

Claude connector
ChatGPT plugin
Tool reference
Connector privacy
Connector terms

SOTA2

Why SOTA2
How we rank
Contact

© 2026 SOTA2Built in Bellevue, WA, USA and Singapore