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apple-aiml-research/ml-mmtoolsandbox

MM-ToolSandBox: A Unified Framework for Evaluating Visual Tool-Calling Agents

#LLM evaluation
Visit GitHub
Python
29
5
1 contributors
Custom license
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Momentum

How fast apple-aiml-research/ml-mmtoolsandbox is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Aug 29 – Oct 27, 2026

Stars +1 in 60 days

01
1

Forks +0 in 60 days

01

Merged PRs 0 in 60 days

01

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Aug 29Sep 6Sep 14Sep 22Sep 30Oct 8Oct 16Oct 24
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Sat, Aug 29, 2026+1+00
Sun, Aug 30, 2026+0+00
Mon, Aug 31, 2026+0+00
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Total+1+00
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Jul 161 post

    • AI agents can now “see.” But can they reliably act on what they see? 👀➡️🛠️ Our new work, MM-ToolSandBox, puts visual tool-calling agents to the test. The result: even the strongest frontier model…

      Read full on X, posted by @KaixinMa9

      @KaixinMa9 · x.com

  2. Jul 151 post

    • Appleは視覚情報を扱うAIエージェントのツール呼び出し能力を評価する、新たなベンチマーク「MM-ToolSandbox」を公開。 16分野・500以上のツール環境を備え、画像の読み込みや目標の変更を伴う複雑な対話シナリオ258件でエージェントの実用性を厳格に検証できます。 詳細はリプ欄。

      Read full on X, posted by @tokufxug

      @tokufxug · x.com

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