CAMP-II Frozen Coding Baselines - Terminal-Bench 2.1: leaderboard

CAMP-II Frozen Coding Baselines - Terminal-Bench 2.1: Task success (%). CAMP-II arXiv 2611.14009v1: unmodified Qwen3.5-4B/9B and frozen Qwen3.8-27B teacher on CAMG-II five-domain held-out panels. Same-generation coding baselines also retained on Terminal-Bench 2.1 and SWE-Bench Pro V2. Trained memory policies (including CAMP-II) lack released checkpoint identities: code is promised at camera-ready, not currently released. Frozen baseline scores retain the native boundary-write continuation harness; effort and decoding unreported.

Metric: Task success (%). Source: arxiv.org. Saturation forecast: Around February 2027. 3 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 3.5 35B A3B33.8#480
2Qwen 3.5 9B23.1#803
3Qwen 3.5 4B23.1#1180

No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.

Interactive version: theaggregate.ai/benchmark?slug=camp-ii-frozen-coding-baselines-terminal-bench-2-1 · How It Works · Data refreshed daily, snapshot 2026-11-12.