MacArena is a new macOS GUI agent benchmark with 421 tasks showing inverted model rankings and a 26% performance drop on native tasks versus ported ones.
UFO: A UI-focused agent for windows OS interaction
3 Pith papers cite this work, alongside 5 external citations. Polarity classification is still indexing.
3
Pith papers citing it
5
external citations · OpenAlex
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2026 3verdicts
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GPTNT benchmark demonstrates that state-of-the-art multimodal models cannot perform real-time collaborative bomb defusal in Keep Talking and Nobody Explodes, unlike human players.
An unsupervised system-aware framework combines online detection with an LLM-augmented contextual digital twin to deliver real-time, interpretable anomaly diagnosis in industrial control systems.
citing papers explorer
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MacArena: Benchmarking Computer Use Agents on an Online macOS Environment
MacArena is a new macOS GUI agent benchmark with 421 tasks showing inverted model rankings and a 26% performance drop on native tasks versus ported ones.
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GPTNT: Benchmarking Real-Time Collaboration Between Multimodal Agents on Keep Talking And Nobody Explodes
GPTNT benchmark demonstrates that state-of-the-art multimodal models cannot perform real-time collaborative bomb defusal in Keep Talking and Nobody Explodes, unlike human players.
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System-aware contextual digital twin for ICS anomaly diagnosis
An unsupervised system-aware framework combines online detection with an LLM-augmented contextual digital twin to deliver real-time, interpretable anomaly diagnosis in industrial control systems.