Persian Hate Speech Reasoning - Content triage: leaderboard

Table 3; Persian multi-hop benchmark, one-shot CoT, temperature 0, top-p 1; Gemini reference annotations checked against human gold subset; task-specific reference agreement, not endorsement of content. Metric: Macro F1 (0–100). Higher is better. Source: https://arxiv.org/html/2610.20370v1

Metric: Macro F1 (0–100). Source: arxiv.org. Saturation forecast: Around January 2027. 8 models tracked.

Top models

#ModelScoreOverall rank
1Grok 4.682.8#26
2GPT-5.279.7#109
3Claude Sonnet 4.679.2#89
4O377.8#123
5DeepSeek R175#246
6DeepSeek V368.5#314
7Qwen 3 30B A3B 2507 (Thinking)66.4#368 (Qwen 3 30B A3B 2507)
8Qwen 3 30B A3B 2507 Instruct48#481

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #7 Gemini 4 Argon.

Interactive version: theaggregate.ai/benchmark?slug=persian-hate-speech-reasoning-content-triage · How It Works · Data refreshed daily, snapshot 2026-10-16.