Visual Budgeting Transfer - Vis. Haystacks - mmVB: leaderboard
Visual Budgeting Transfer - Vis. Haystacks - mmVB. Black-box transfer to unseen models without retraining; mmVB 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
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude Opus 4.6 | 69.3 | #60 |
| 2 | Qwen 3.5 27B | 68.8 | #183 |
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-mmvb · How It Works · Data refreshed daily, snapshot 2026-10-16.