OpenVLM SEED-Bench 2 Plus — leaderboard
OpenCompass OpenVLM evaluation of SEED-Bench-2-Plus: image and video understanding across charts, maps, webpages, navigation, OCR, spatial reasoning, and multimodal knowledge.
Metric: Accuracy (%). Source: huggingface.co. Status: saturation imminent. 211 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-4.1 (2025-04-14) | 73.1 |
| 2 | Qwen 2 VL 72B | 72.3 |
| 3 | GPT-4.1 Mini | 71.9 |
| 4 | InternVL3-38B | 71.8 |
| 5 | InternVL3-78B | 71.7 |
| 6 | Claude 3.5 Sonnet | 71.7 |
| 7 | Gemini 1.5 Pro | 70.8 |
| 8 | Ovis2-8B | 70.4 |
| 9 | InternVL3-14B | 70.1 |
| 10 | InternVL3-8B | 69.4 |
| 11 | Qwen 2 VL 7B | 68.6 |
| 12 | Gemini 1.5 Flash | 68.6 |
| 13 | Llama 3.2 90B Vision Instruct | 68.2 |
| 14 | Claude 3.7 Sonnet | 67.6 |
| 15 | Pixtral-12B | 67.4 |
Interactive version: theaggregate.ai/benchmark?slug=openvlm-seed-bench-2-plus · How the rankings work · Data refreshed daily, snapshot 2026-07-22.