OmniEarth - Hallucination Detection: leaderboard

Metric: Top-1 accuracy (%) on the Hallucination Detection (HD) task of OmniEarth, zero-shot with each model's default inference settings; higher is better. Source: arxiv.org. Saturation forecast: Not forecast. 16 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 2.5 VL 72B Instruct75.8#364
2InternVL3-8B65.2#606
3Gemini 2.0 Flash61.4#331
4GPT-4o52#333
5GLM-4.6V15.2#309

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.

Interactive version: theaggregate.ai/benchmark?slug=omniearth-hallucination-detection · How It Works · Data refreshed daily, snapshot 2026-10-11.