EVALITA - lexical-substitution: leaderboard

The "lexical-substitution" subtask of EVALITA. A task from EVALITA, the periodic evaluation campaign for Italian-language natural language processing and understanding.

Metric: CPS. Source: huggingface.co. Saturation forecast: Around January 2027. 48 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 3 Next 80B A3B Instruct54.53#368
2Mistral Small 352.67#627
3Qwen 2.5 72B Instruct50.24#454
4Llama 3.3 70B Instruct46.8#534
5Llama-3.1-Tulu-3-70B46.45#482
6Gemma 3 27B (IT)42.41#523
7Lexora-Medium-7B40.88#773
8Qwen 2.5 VL 32B Instruct40.67#453
9Llama 4 Scout Instruct39.29#539
10calme-3.2-instruct-78B38.82#347
11DeepSeek R1 Distill Llama 70B38.61#594
12Mistral Large 2 (Nov) Instruct (2411)38.56#465
13Qwen2.5-14B-Instruct-1M36.76#578
14Gemma 2 27B (IT)36.04#645
15Phi-3-medium-4k-instruct35.87#952

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=evalita-lexical-substitution · How It Works · Data refreshed daily, snapshot 2026-10-20.