CFMS - Sarcasm Identification: leaderboard
Metric: Accuracy (%) at deciding whether an image-text post is sarcastic, on the 420-item test split (about 45 percent sarcastic), zero-shot; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 4 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Flash | 71.19 |
| 2 | Qwen 2.5 VL 7B Instruct | 70.71 |
| 3 | GPT-4o | 70.24 |
Interactive version: theaggregate.ai/benchmark?slug=cfms-sarcasm-identification · How It Works · Data refreshed daily, snapshot 2026-10-07.