Polish Knowledge Benchmark - Ecology & Environment: leaderboard
Topic category of the Polish Knowledge Benchmark (PolishQA) covering ecology and environmental protection in Poland. The benchmark has 15,000 synthetic four-option questions about Poland generated by DeepSeek 3.2 and difficulty-rated by Qwen3.5-397B-A17B. Accuracy is correct over total in the category, 0-100, higher is better.
Metric: Accuracy (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 69 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 3 Flash (Preview) | 91.13 | #90 |
| 2 | DeepSeek V4 Flash | 88.66 | #155 |
| 3 | Gemini 3.6 Flash | 88.66 | #57 |
| 4 | Gemini 3.1 Flash Lite (Preview) | 88.64 | #201 |
| 5 | Gemini 3.1 Flash Lite | 88.45 | #200 |
| 6 | Mistral Large 4 | 86.39 | #106 |
| 7 | Mistral Large 3 | 85.98 | #410 |
| 8 | Gemini 3.5 Flash Lite | 85.98 | #174 |
| 9 | Grok 4.1 Fast | 85.77 | #227 |
| 10 | Qwen 3.5 397B A17B | 85.57 | #154 |
| 11 | Gemma 4 31B (IT) | 85.36 | #178 |
| 12 | DeepSeek V3.2 | 84.95 | #210 |
| 13 | Gemini 2.5 Flash | 84.33 | #255 |
| 14 | Gemini 2.0 Flash (001) | 83.92 | #365 |
| 15 | Mistral Medium 3.1 | 83.71 | #418 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=polish-knowledge-benchmark-ecology-environment · How It Works · Data refreshed daily, snapshot 2026-11-05.