Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

IoT device identification research benchmarks · SOTA2 Research

IoT device identification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

External IoT (test)

92.95External Accuracy

10

Jul 9, 2026

Internal IoT device dataset

98.69Internal Accuracy

6

Jul 9, 2026

9,023 random disjoint 50-flow runtime windows Exact score = 0

MaxSim (semantic ACE matching)

0.397Top-1 Accuracy

2

Jun 12, 2026

9,023 random disjoint 50-flow runtime windows (Exact score < 0.10)

MaxSim (semantic ACE matching)

702Top-1 Accuracy

2

Jun 12, 2026

9,023 random disjoint 50-flow runtime windows (Exact score < 0.50)

MaxSim (semantic ACE matching)

2,099Top-1 Accuracy

2

Jun 12, 2026

9,023 random disjoint 50-flow runtime windows (All windows)

MaxSim (semantic ACE matching)

6,823Top-1 Accuracy

2

Jun 12, 2026

Popular datasets

50-flow runtime windows random disjoint runtime windows random disjoint 50-flow runtime windows Internal IoT device External IoT

Follow for updates

Join SOTA2 Contact