CFMS - Sarcasm Target Recognition: leaderboard

Metric: Target accuracy (%) over the sarcastic test posts: the named target of the sarcasm judged semantically equivalent to the annotation by GPT-4o, zero-shot; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 4 models tracked.

Top models

#ModelScore
1Gemini 2.5 Flash82.54
2GPT-4o71.03
3Qwen 2.5 VL 7B Instruct32.54

Interactive version: theaggregate.ai/benchmark?slug=cfms-sarcasm-target-recognition · How It Works · Data refreshed daily, snapshot 2026-10-07.