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arXiv 2609.25270 · cs.CV · 2026-09-21

RULER: Instance-aware Rubric Rewards for SVG Generation

Hangyu Ran, Yuhao Zheng, Yingying Zhang, Kevin Qinghong Lin, Han Peng

inclusionAI

In latest · #213 Added on 2026-10-21

One-line takeaway

RULER uses instance-aware multi-axis rubrics as rewards for SVG generation, reducing the reward hacking seen with scalar metrics.

RULER 用针对每条指令的多维评分细则当奖励,训练模型生成 SVG 矢量图,缓解奖励作弊。

104HF upvotes
–GitHub stars
1Citations (Semantic Scholar)
51.7Buzz score

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About this data

Metadata from the arXiv API (verified); upvotes from Hugging Face Daily Papers; citations from Semantic Scholar. Last refreshed 2026-10-22.

The takeaway is written by AIMap from the abstract; the abstract itself is not reproduced — read the original.

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