LongAct (Pure VLM): leaderboard
Metric: Goal completion (%; detailed-instruction split, the VLM chooses low-level actions directly, no agent scaffold). Source: arxiv.org. Saturation forecast: Around 2030. 2 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 3 VL 8B | 0.74 |
Interactive version: theaggregate.ai/benchmark?slug=longact-pure-vlm · How It Works · Data refreshed daily, snapshot 2026-09-25.