OmniToM - Belief Labeling - Order: leaderboard

Metric: Belief-labeling accuracy (%): exact-match accuracy of the predicted schema label on the given gold belief propositions, macro-averaged over stories, for the belief order (0 for world facts, 1 to 3 for recursive beliefs) dimension, on the 895 OmniToM stories from seven ToMBench categories (22,343 gold belief propositions), zero-shot TELeR level 3 prompts; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 9 models tracked.

Top models

#ModelScore
1Mistral Large 2 (Jul)97.25
2Gemma 3 27B (IT)96.56
3Qwen 3 32B96.42
4Gemini 2.5 Flash95.56
5GPT-595.18
6Mistral Small 395.13
7Llama 3.3 70B Instruct92.74
8Qwen 3 8B73.38
9Llama 3.1 8B Instruct71.9

Interactive version: theaggregate.ai/benchmark?slug=omnitom-belief-labeling-order · How It Works · Data refreshed daily, snapshot 2026-10-07.