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openvlharness.github.io

openvlharness.github.io — A capability layer + persistent multimodal memory lifts six MLLM backbones by 9.7–12.6…

openvlharness.github.io is A capability layer + persistent multimodal memory lifts six MLLM backbones by 9.7–12.6 points across 22 benchmarks.. It is ranked #312 on the Dev Radar, in AI dev tools, first seen 3 h ago and shared in 1 post (1.8k views).

Visit openvlharness.github.io

OpenVLHarness: Real World Visual Agentic Tool-Use with Multimodal Memory Visual_Grounding_Tool (…) → grounded 23 objects [RLE masks] [bboxes] [tool_image_1] Open VL Harness Real World Visual Agentic Tool-Use with Multimodal Memory Yu Zhou 1* , Cheng-Fu Yang 1* , Rui Sun 1* , Di Wu 1* , Sibo Peng 1 , Mingyang Zhang 1 , Zhen Yang 2 , Ruiyi Zhang 2 , Nanyun Peng 1 , Zhe Gan 2 , Kai-Wei Chang 1 1 University of California, Los Angeles · 2 Apple *Equal contribution Paper Code Data Demo Daily Highlights Gains Across Model Families Average over 22 benchmarks · Base vs. + OpenVLHarness Base MLLM + OpenVLHarness GPT-6 Performance vs. Cost 22…

What people said about openvlharness.github.io on X

THIS APPLE PAPER IS F*CKING INCREDIBLE Apple just proved the visual agent harness thesis from my post below Instead of burning test-time compute on blind internal reasoning, their agent harness beats Codex and Visual Sketchpad while cutting token cost by 63%: most developers trying to build visual agents assume that…

— @marfinxx, 3 h ago · 36 likes · see the post

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FAQ

What is openvlharness.github.io?

A capability layer + persistent multimodal memory lifts six MLLM backbones by 9.7–12.6 points across 22 benchmarks. It was first shared on X 3 h ago and is ranked #312 on the Dev Radar.

Is openvlharness.github.io free?

It is open source.

Who shared openvlharness.github.io?

1 account on X, including @marfinxx, in 1 post totalling 1.8k views.

Every post is read and classified by AGK Intelligence: what it is, which market it belongs to, and whether the link is a real tool. 31.4k posts from 5k X accounts over the last 21 days, 9.1k tools, 12 markets. New posts are collected several times an hour and the full ranking is recomputed every hour — last update 2026-11-03 15:12 UTC. Full method.