EVALITA - evalita NER — leaderboard

Metric: CPS. Source: huggingface.co. 48 models tracked.

Top models

#ModelScore
1Llama 3.3 70B Instruct44.58
2Llama 3.1 8B Instruct40.3
3Llama-3.1-SuperNova-Lite39.49
4Qwen 2.5 72B Instruct38.91
5Mistral Large 2 (Nov) Instruct (2411)38.79
6Gemma 3 27B (IT)38.76
7calme-3.2-instruct-78B38.52
8Gemma 2 27B (IT)38.33
9Mistral Small 338.16
10Gemma 2 9B (IT)38.03
11Gemma 3 12B (IT)37.86
12Qwen 2.5 VL 32B Instruct37.81
13DeepSeek R1 Distill Llama 70B37.76
14Gemma 3 4B (IT)36
15GLM-4.1V-9B (Thinking)35.94

Interactive version: theaggregate.ai/benchmark?slug=evalita-evalita-ner · How the rankings work · Data refreshed daily, snapshot 2026-07-22.