ViVerBench Release Rule-based - Abs.P.: 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: Estimated already saturated. 11 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 2.5 Pro0.86#151
2GPT-50.85#95
3O30.8#122
4O4 Mini0.78#175
5O10.76#181
6GPT-4o0.67#339

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

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