Rankings Industries Categories Companies Research Blog

Sign in List your company

Read as Markdown Content index For AI assistants

ResearchFormerly WizWand

Papers Benchmarks Datasets Tasks

Research
Benchmarks
Manipulation on Realworld Manipulation Pick and Place

Manipulation on Realworld Manipulation Pick and Place

76Episode AccuracyNaive

Updated 5mo ago

Evaluation results

Method	Links
Naive2026.05		76	0.714
REIS2026.05		72.9	1.67

State-of-the-art paper

Naive

On-Device Robotic Planning: Eliminating Inference Redundancy for Efficient Decision-Making

Dataset

RealWorld

Follow for updates

Join SOTA2 Contact

Related benchmarks

Action Learning on ALFRED (Q1)Action Learning on ALFRED (Q2)Action Learning on ALFRED (Q3)Navigation on Realworld Navigation Robot Instruction Following on ALFRED

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