HumDial-EIBench - Causal Reasoning: leaderboard
Metric: Accuracy (%), mean of the Chinese and English accuracies, on Task 2 implicit causal reasoning (infer the unstated cause of the user's current emotion) four-option multiple-choice questions 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 | 79.67 |
Interactive version: theaggregate.ai/benchmark?slug=humdial-eibench-causal-reasoning · How It Works · Data refreshed daily, snapshot 2026-10-07.