ViVerBench Release Model-based - S-Phy: leaderboard

ViVerBench3594visual verification questions,16tasks; binary true/false plus explanation. Rule-based decision correctness and model-based explanation-aware evaluation are distinct source protocols. Human/chance reference rows stay source evidence only. Metric: Verification score (0–1). Higher is better. Source: https://arxiv.org/html/2510.13804v1

Metric: Verification score (0–1). Source: arxiv.org. Saturation forecast: Around January 2027. 11 models tracked.

Top models

#ModelScoreOverall rank
1GPT-50.72#95
2O30.7#122
3Gemini 2.5 Pro0.68#151
4GPT-4o0.66#339
5O10.66#181
6O4 Mini0.57#175

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

Interactive version: theaggregate.ai/benchmark?slug=viverbench-release-model-based-s-phy · How It Works · Data refreshed daily, snapshot 2026-10-17.