Benchmark Almanac

TraceSpatial-Bench

Not in model cards

Models plan an object-centric 3D trace, an ordered list of metric 3D waypoints, from language instructions in real cluttered indoor scenes with depth.

100 test items. From the RoboRefer team, who call it a harder benchmark than RefSpatial-Bench. 37 Hugging Face paper upvotes.

Made by Beihang University + Peking University + BAAI Released Dec 2025 Embodied reasoning All tasks public
Level
Everyday Most adults, without training
Scored
Checked automatically A program checks the result against an answer key, unit tests or the expected final state.
Answers
Short answer A number, word or short string matched to a key.

No scores here yet

No lab, leaderboard or Epoch AI run has reported a score for TraceSpatial-Bench yet.

No lab model card reports it yet

We read the headline results of 479 launch posts from 51 labs, and none of them list this benchmark.

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