Visual Budgeting Transfer - Vis. Haystacks - Full resolution: leaderboard

Visual Budgeting Transfer - Vis. Haystacks - Full resolution. Black-box transfer to unseen models without retraining; Full resolution image inputs. Source Table2. Accuracy only, not speed or token savings. Metric: Accuracy (%). Primary published table; source configurations remain distinct.

Metric: Accuracy (%). Source: arxiv.org. Saturation forecast: Around January 2027. 3 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 3.5 27B77.6#183
2Claude Opus 4.671.6#60

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

Interactive version: theaggregate.ai/benchmark?slug=visual-budgeting-transfer-vis-haystacks-full-resolution · How It Works · Data refreshed daily, snapshot 2026-10-16.