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benchmarking 1edge computing 1energy efficiency 1model performance 1object detection 1

From the 1 of 10 linked papers with an AI index.

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20242026
most citedA Comprehensive Evaluation of Deep Learning Object Detection Models on Heterogeneous Edge Devices

2 citations · 2 across the 3 of their papers we have counts for

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cs.CL2025

MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models

Mahir Labib Dihan, Md Tanvir Hassan, Md Tanvir Parvez +5

Recent advancements in foundation models have improved autonomous tool usage and reasoning, but their capabilities in map-based reasoning remain underexplored. To address this, we…