MARINER - VQA Naval Equipment Grounding: leaderboard
Metric: Accuracy (%) on MARINER maritime visual question answering (naval equipment grounding questions; multiple-choice questions generated from verified image metadata and audited by maritime annotators); higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 16 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Pro | 58.96 |
| 2 | GPT-4.1 | 51.89 |
| 3 | GPT-4o | 47.64 |
| 4 | Gemini 2.5 Flash | 45.28 |
| 5 | Qwen 2.5 VL 72B Instruct | 41.98 |
| 6 | InternVL3-78B | 36.79 |
| 7 | InternVL3-38B | 35.38 |
| 8 | Qwen 2.5 VL 7B Instruct | 35.38 |
| 9 | Qwen 2.5 VL 32B Instruct | 28.77 |
| 10 | InternVL3-8B | 27.83 |
| 11 | MiniCPM-V-2.6 | 23.11 |
| 12 | InternVL2-8B | 21.23 |
Interactive version: theaggregate.ai/benchmark?slug=mariner-vqa-naval-equipment-grounding · How It Works · Data refreshed daily, snapshot 2026-10-07.