VG-LLM Release v3 - VSIRelDirection: leaderboard

VGLLM originalrelease v3; QA checkpoint uses Qwen2.5VL7BInstruct plus VGGT geometry encoder, greedy32uniformframes VSI-Bench. Different3Dscenecheckpoint and later S2/S1+S2 trainedablations are distinct; no generic8Balias for them. NumericalVSI uses mean-relative-accuracy rather than exact accuracy. Metric: Accuracy (%). Higher is better. Source: https://arxiv.org/html/2505.24625v3

Metric: Accuracy (%). Source: arxiv.org. Saturation forecast: Estimated already saturated. 13 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 1.5 Pro46.3#443
2GPT-4o41.3#339
3Gemini 1.5 Flash41#615
4InternVL2-8B30.7#813

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

Interactive version: theaggregate.ai/benchmark?slug=vg-llm-release-v3-vsireldirection · How It Works · Data refreshed daily, snapshot 2026-10-17.