VIGOR Study - Vanilla - POPE GQA Popular - Accuracy: leaderboard

VIGOR Study - Vanilla - POPE GQA Popular - Accuracy: Accuracy (%). VIGOR v1 author-run vanilla baselines; original LLaDA-V and Lumina-DiMOO weights, greedy decoding at temperature zero, model-default block schedule. VCD, ICT and VIGOR intervention rows are not model baseline results. No inference speed metrics.

Metric: Accuracy (%). Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 2 models tracked.

Top models

#ModelScoreOverall rank
1Lumina-DiMOO (VIGOR Run: vanilla; temperature=0; default-block-schedule)73.1
2LLaDA-V (VIGOR Run: vanilla; temperature=0; default-block-schedule)62.6

Interactive version: theaggregate.ai/benchmark?slug=vigor-study-vanilla-pope-gqa-popular-accuracy · How It Works · Data refreshed daily, snapshot 2026-11-06.