MARINER - Vessel Detection (Military): leaderboard
Metric: Average precision of MARINER vessel detection by multimodal LLMs (COCO-style average precision over IoU 0.5 to 0.95, percent; military vessel categories); higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 13 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Pro | 69.04 |
| 2 | Qwen 2.5 VL 72B Instruct | 37.29 |
| 3 | Qwen 2.5 VL 32B Instruct | 26.91 |
| 4 | Qwen 2.5 VL 7B Instruct | 26.1 |
| 5 | Gemini 2.5 Flash | 22.91 |
| 6 | InternVL3-38B | 21.77 |
| 7 | InternVL3-78B | 7.91 |
| 8 | MiniCPM-V-2.6 | 5.93 |
| 9 | InternVL3-8B | 2.37 |
| 10 | InternVL2-8B | 0.43 |
Interactive version: theaggregate.ai/benchmark?slug=mariner-vessel-detection-military · How It Works · Data refreshed daily, snapshot 2026-10-07.