How we hit #1 on Decision Index Vision: our HF impl capped at 512px

antoine_chaffin · x · 2026-10-09

The author shares how they reached top-1 on the Decision Index Vision: examine the eval data, notice underperformance on tasks needing precise in-image reading, then discover their Hugging Face implementation capped resolution at 512×512 — fix it and profit. @multimodalart then re-ran all models under a comparable 1.6M-pixel cap, quickly improving the leaderboard's fairness.

Related event: Decision Index Vision Winner Found HF's 512-Resolution Cap Was the Bottleneck(2 posts)→

Original post →

More from Models

Models channel →