Skip to content

Rankings Industries Companies Research Blog

Sign in List your company

ResearchFormerly WizWand

Papers Benchmarks Datasets Tasks

Research
Benchmarks
Object Hallucination Evaluation on Hal-COCO

Object Hallucination Evaluation on Hal-COCO

88.3Top-1 AccuracyLocVLM-B

Updated 8mo ago

Evaluation results

Method	Links
LocVLM-B2024.04		88.3
Shikra2024.04		86.2
LLaVa2024.04		61.9

State-of-the-art paper

LocVLM-B

Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs

Dataset

COCO

Follow for updates

Join SOTA2 Contact

Related benchmarks

Region Description on RefCOCOg (test)Region Description on RefCOCO (test-B)Region Description on RefCOCO+ (test-B)Spatial Reasoning on COCO-Spatial 27K Horizontal Spatial Reasoning on COCO Spatial 27K Vertical

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
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, USA