WeAct - MuSiQue: leaderboard

WeAct (2026): eight deep-research benchmarks using a MiroFlow-derived harness and Qwen3-32B; task-macro accuracy. Prompt methods, full SFT, individual or merged LoRAs and dynamically selected hard/soft adapters are distinct systems, not the original checkpoint. Accuracy (%); higher is better.

Metric: Accuracy (%). Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 10 models tracked.

Top models

#ModelScoreOverall rank
1WeAct Study Qwen3-32B - WeAct -soft17.58
2WeAct Study Qwen3-32B - WeAct -hard17.21
3WeAct Study Qwen3-32B - ManuSearch16.84
4WeAct Study Qwen3-32B - DARE-TIES16.26
5WeAct Study Qwen3-32B - Full SFT15.76
6WeAct Study Qwen3-32B - Single LoRA15.35
7WeAct Study Qwen3-32B - TSPA14.73
8WeAct Study Qwen3-32B - Least-to-Most14.4
9WeAct Study Qwen3-32B - TIES-Merging14.07
10WeAct Study Qwen3-32B - ReAct13.98

Interactive version: theaggregate.ai/benchmark?slug=weact-musique · How It Works · Data refreshed daily, snapshot 2026-10-21.