OSWorld-G
Models map 564 desktop instructions to the right screen element or point, covering text matching, element recognition, layout understanding and fine manipulation.
Released with the Jedi grounding dataset. NeurIPS 2025 spotlight. Scored by click accuracy.
- 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.
Fara1.5-27B leads with 71.3% among models released by May 2026
Best score per model as labs report them in their own cards. Labs pick their own settings, so these compare less cleanly than independent runs.
The newest model with a score here came out in May 2026, and nobody has reported a newer one. Among the 20 highest-ranked models on the capability index, these have no score yet:
- GPT-6 Astra
- Claude Opus 5.5
- GPT-6.1 Terra
- GPT-6.1 Sol
- and 16 more
- 1
Fara1.5-27B 71.3%
- 2
Qwen3-VL-235B-A22B 68.3%
- 3
STEP3-VL-10B 59%
- 4
InternVL3.5-241B-A28B 53.2%
- 5 Kimi-VL-A3B-Thinking-2506 52.5%
| # | Model | Score | Setting | Date | Source |
|---|---|---|---|---|---|
| 1 | | 71.3% | Jun 2026 | Model card | |
| 2 | | 68.3% | Sep 2025 | Model card | |
| 3 | | 59% | Jan 2026 | Model card | |
| 4 | | 53.2% | Aug 2025 | Model card | |
| 5 | Kimi-VL-A3B-Thinking-2506 | 52.5% | Jun 2025 | Model card |
4 models have held number one since its release in May 2025
Lab claims count from the day the card came out, independent runs from the model’s release.
Scores over time
All the scores we have, one dot each, so a model tested at several settings appears more than once.
Labs headline it less often now, last in Jan 2026
Launch posts from every lab that has listed it, one tick per post. Tall colored ticks include it, and short gray ones leave it out.
| Date | Launch post | Score | As the post writes it |
|---|---|---|---|
| 13 Jan 2026 | 59 | OSWorld-G | |
| 23 Sep 2025 | 68.3 | OSWorldG | |
| 25 Aug 2025 | 53.2 | OSWorld-G | |
| 21 Jun 2025 | Kimi-VL-A3B-Thinking-2506 | 52.5 | OSWorld-G (Acc, full set with refusal) |
5 system cards report it, from 5 labs
Besides launch posts, we read the system cards, model cards and technical reports labs publish with a release. They report far more, including safety and frontier-risk tests.
| Date | Document | Score | As the document writes it | Section |
|---|---|---|---|---|
| 18 Jun 2026 | | 71.3 | OSWorld-G Refined grounding accuracy (Table 6) | Capabilities |
| 14 Jan 2026 | | 59 | OSWorld-G, SeRe (Table 1) | Capabilities |
| 26 Nov 2025 | | 68.3 | OSWorldG (Table 2) | Capabilities |
| 25 Aug 2025 | | 53.2 | OSWorld-G (Table 2, Table 10) | Capabilities |
| 23 Jun 2025 | Kimi-VL-A3B-Thinking-2506 technical report | 52.5 | OSWorld-G (Acc), full set with refusal samples (Table 5, section 4.3) | Capabilities |
More in Computer and browser use
- BrowseComp In use Hard-to-find facts that need persistent web browsing. Short verifiable answers graded for exact correctness. Claude Fable 5 93.3%
- ScreenSpot-Pro In use GUI grounding on high-resolution professional-software screenshots. The model must locate the target UI element. GPT-6 Astra 92.7%
- AndroidWorld In use Agents complete 116 tasks across 20 real Android apps in an emulator. Each task checks the device's system state to judge success. GPT-6 Astra 100%
- OSWorld 2.1 In use Agents complete 108 long-horizon workflows across 31 self-hosted websites and desktop apps, averaging 318 tool calls. Scored by binary completion and checkpoint partial credit. Claude Opus 5.5 81.8%
- WebArena-Verified In use Agents complete 812 audited WebArena tasks on self-hosted websites. Deterministic evaluators check the agent's answer and captured network traces.
Muse Spark 1.1 69%
- MobileWorld In use Agents complete 201 tasks across 20 mobile apps, including tasks that need user clarification or MCP tools. Backend checks verify success. Kimi K3 74.4%