DV-World - DV-Sheet: leaderboard
Metric: DV-Sheet score (%): the paper's overall over native spreadsheet chart creation, chart repair and dashboard tasks, run in the DV-World-Agent framework (data manipulation, multimodal perception and proactive interaction tools); expert rubrics applied by a Gemini-2.5-Flash judge where rubric-scored, means over evaluation trials; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 11 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Pro (Preview) | 40.48 |
| 2 | GPT-5.2 | 37.24 |
| 3 | DeepSeek V3.2 | 33.12 |
| 4 | Kimi K2 (Thinking) | 32.52 |
| 5 | GLM-4.7 | 31.53 |
| 6 | GPT-4.1 | 31.27 |
| 7 | Grok 4 | 30.75 |
| 8 | Gemini 2.5 Pro | 30.73 |
| 9 | Qwen 3 Coder Plus | 19.87 |
| 10 | Qwen 3 235B A22B | 17.89 |
| 11 | Qwen 3 8B | 6.91 |
Interactive version: theaggregate.ai/benchmark?slug=dv-world-dv-sheet · How It Works · Data refreshed daily, snapshot 2026-10-07.