DualEvasion - Vocal Confidence: leaderboard
DualEvasion (Findings of EMNLP 2026) labels 505 earnings-call answers from 60 calls for textual evasion and vocal confidence, annotated by finance professionals. This board scores zero-shot classification of the response audio as confident or unconfident by macro F1 in percent; higher is better.
Metric: Macro F1 (%; zero-shot classification of the response audio of 505 earnings-call answers from 60 calls in 2023-2025 as confident or unconfident, against labels from finance professionals; mean of the confident and unconfident class F1). Source: arxiv.org. Saturation forecast: Around 2030. 8 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 2.5 Flash | 57.9 | #452 |
| 2 | Gemini 3 Flash | 56.8 | #159 |
| 3 | Gemini 2.5 Flash Lite | 51.9 | #958 |
| 4 | Gemini 3.5 Flash | 43.8 | #98 |
No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.
Interactive version: theaggregate.ai/benchmark?slug=dualevasion-vocal-confidence · How It Works · Data refreshed daily, snapshot 2026-11-12.