EVALITA - hate-speech-detection: leaderboard

The "hate-speech-detection" 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
1Llama 3.3 70B Instruct77.82#534
2Mistral Large 2 (Nov) Instruct (2411)77.03#465
3Qwen 2.5 72B Instruct76.38#454
4Gemma 3 27B (IT)75.87#523
5calme-3.2-instruct-78B75.82#347
6Llama-3.1-Tulu-3-70B75.51#482
7Qwen 2.5 VL 32B Instruct75.47#453
8DeepSeek R1 Distill Llama 70B74.6#594
9Gemma 2 27B (IT)74.14#645
10Mistral Small 372.9#627
11Qwen2.5-14B-Instruct-1M72.8#578
12Gemma 2 9B (IT)71.99#788
13Gemma 3 12B (IT)71.4#664
14LLaMAntino-3-ANITA-8B-Inst-DPO-ITA70.99#1009
15Qwen 3 Next 80B A3B Instruct69.84#368

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

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