EVALITA - text-entailment: leaderboard

The "text-entailment" 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 2.5 72B Instruct85.07#454
2Qwen2.5-14B-Instruct-1M85.02#578
3calme-3.2-instruct-78B84.31#347
4Qwen 2.5 VL 32B Instruct83.7#453
5Qwen 2.5 7B Instruct83.65#862
6Llama-3.1-Tulu-3-70B82.42#482
7Mistral Small 382#627
8Gemma 3 27B (IT)81.13#523
9Mistral Large 2 (Nov) Instruct (2411)80.96#465
10Llama 3.3 70B Instruct80.79#534
11Gemma 2 9B (IT)79.97#788
12GLM-4.1V-9B (Thinking)79.79#472 (GLM-4.1V-9B)
13Gemma 3 12B (IT)79.52#664
14DeepSeek R1 Distill Llama 70B79.37#594
15Gemma 2 27B (IT)78.72#645

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

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