CIBuzzBench - Meaning Explanation (Chinese 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; Chinese 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) | 3.9 |
| 2 | Qwen 3.7 Max | 3.84 |
| 3 | GLM-5.2 | 3.61 |
| 4 | GPT-5.5 | 3.13 |
| 5 | DeepSeek V4 Pro | 3.06 |
| 6 | Claude Opus 4.8 | 3.03 |
| 7 | Qwen 3 14B | 2.08 |
| 8 | Qwen 3 8B | 1.79 |
| 9 | Qwen 3 4B | 1.35 |
Interactive version: theaggregate.ai/benchmark?slug=cibuzzbench-meaning-explanation-chinese-prompt · How It Works · Data refreshed daily, snapshot 2026-09-26.