MARINER - VQA Civilian Equipment Grounding: leaderboard
Metric: Accuracy (%) on MARINER maritime visual question answering (civilian 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 | GPT-4.1 | 85.07 |
| 2 | Gemini 2.5 Pro | 84.18 |
| 3 | InternVL3-38B | 82.09 |
| 4 | InternVL3-78B | 81.49 |
| 5 | GPT-4o | 81.19 |
| 6 | InternVL3-8B | 77.01 |
| 7 | Qwen 2.5 VL 32B Instruct | 74.63 |
| 8 | Qwen 2.5 VL 7B Instruct | 73.73 |
| 9 | Qwen 2.5 VL 72B Instruct | 72.54 |
| 10 | Gemini 2.5 Flash | 68.96 |
| 11 | MiniCPM-V-2.6 | 68.06 |
| 12 | InternVL2-8B | 64.48 |
Interactive version: theaggregate.ai/benchmark?slug=mariner-vqa-civilian-equipment-grounding · How It Works · Data refreshed daily, snapshot 2026-10-07.