OpenVLM COCO Captions: leaderboard
OpenCompass OpenVLM COCO captioning results: image caption generation on MS COCO validation images, scored with automatic caption similarity metrics such as CIDEr.
Metric: CIDEr. Source: cocodataset.org. Source: huggingface.co. 211 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 1.0 Pro | 9.7 | #933 |
| 2 | InternVL3-14B | 2.1 | #505 |
| 3 | InternVL3-8B | 1.7 | #620 |
| 4 | InternVL3-78B | 0.9 | #352 |
| 5 | InternVL3-38B | 0.8 | #405 |
| 6 | GPT-4.1 Nano | 0.4 | #731 |
| 7 | InternVL2-8B | 0.3 | #817 |
| 8 | GPT-4.1 Mini | 0.1 | #355 |
| 9 | Gemma 3 4B | 0.1 | #1089 |
| 10 | Gemini 1.5 Flash | 0.1 | #618 |
| 11 | Grok 2 (1212) | 0.1 | #496 |
| 12 | Moonshot v1 8K | 0.1 | #617 |
| 13 | GPT-4.1 (2025-04-14) | 0 | #250 |
| 14 | MiniCPM-V-2.6 | 0 | #836 |
| 15 | Qwen 2 VL 7B | 0 | #750 |
Interactive version: theaggregate.ai/benchmark?slug=openvlm-coco-captions · How It Works · Data refreshed daily, snapshot 2026-10-20.