HumDial-EIBench - Causal Reasoning (English): leaderboard
Metric: Accuracy (%) on Task 2 implicit causal reasoning (infer the unstated cause of the user's current emotion) four-option multiple-choice questions (English, 149 dialogues) built from real human-recorded dialogues from the ICASSP 2026 HumDial Challenge test set, audio language models answer from the audio, with three adversarial distractors synthesized in the speaker's voice; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Flash | 83.22 |
Interactive version: theaggregate.ai/benchmark?slug=humdial-eibench-causal-reasoning-english · How It Works · Data refreshed daily, snapshot 2026-10-07.