CIBuzzBench - Meaning Explanation (English Prompt): leaderboard
Metric: Human rating (out of 5) (semantic and pragmatic equivalence of the English explanation of the buzzword to the gold annotated sense, scored 0-5 by human annotators on 200 randomly sampled predictions per model; English instructions; 3,001 Chinese internet buzzwords; zero-shot, temperature 0; the Chinese buzzword is the input under both prompt languages). Source: arxiv.org. Saturation forecast: Around December 2026. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 4.1 |
| 2 | Qwen 3.7 Max | 3.5 |
| 3 | GPT-5.5 | 3.23 |
| 4 | DeepSeek V4 Pro | 3.11 |
| 5 | Claude Opus 4.8 | 3.09 |
| 6 | GLM-5.2 | 3.02 |
| 7 | Qwen 3 14B | 1.97 |
| 8 | Qwen 3 8B | 1.84 |
| 9 | Qwen 3 4B | 1.33 |
Interactive version: theaggregate.ai/benchmark?slug=cibuzzbench-meaning-explanation-english-prompt · How It Works · Data refreshed daily, snapshot 2026-09-26.