SEAR - LIBERO - Lineage: leaderboard

SEAR - LIBERO - Lineage. Mean over three runs (two marked in paper); Lineage code-library protocol. RoboLab full task population; its 58-task DeepSeek lineage result is not pooled.. Reported metric: Test success (%). Primary published table, with source configuration boundaries preserved.

Metric: Test success (%). Source: arxiv.org. Saturation forecast: Around January 2027. 5 models tracked.

Top models

#ModelScoreOverall rank
1Claude Opus 594.4#12
2GPT-5.6 Sol88.3#18
3Gemini 3.6 Flash82.4#50
4Kimi K377.8#30
5DeepSeek V4 Flash65.9#134

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

Interactive version: theaggregate.ai/benchmark?slug=sear-libero-lineage · How It Works · Data refreshed daily, snapshot 2026-10-16.