AGIdex
agidex/Capabilities/Hearing/Sound Classification
SUB-CAPABILITY · HEARING

Sound Classification

86%
vs. HUMAN BASELINE = 100
SolvedConf · High

Scoring rubric

0–20
Early research
20–40
Narrow benchmark competence
40–60
Strong benchmark · reliability gaps
60–80
Human-competitive in common scenarios
80–100
Comparable to typical skilled adult
100+
Reliably exceeds typical human baseline

Score vs. baseline

Trend · Last 12 months
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What this measures

Human baseline

Identify common environmental sounds — traffic, rain, a dog barking.

Human frontier

Detect fine-grained acoustic events in complex, layered soundscapes.

Current state

What works

AudioSet ontology coverage across 632 sound classes at strong mAP.

Key gaps

Compositional acoustic scenes where multiple rare events overlap.

Evidence

0 sources
TechnologyQualitySourceScore vs. baselineScore
No evidence records yet.