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: saturated. 211 models tracked.

Top models

#ModelScore
1GPT-4.1 (2025-04-14)73.1
2Qwen 2 VL 72B72.3
3GPT-4.1 Mini71.9
4InternVL3-38B71.8
5InternVL3-78B71.7
6Claude 3.5 Sonnet71.7
7Gemini 1.5 Pro70.8
8InternVL3-8B69.4
9Qwen 2 VL 7B68.6
10Gemini 1.5 Flash68.6
11Llama 3.2 90B Vision Instruct68.2
12Claude 3.7 Sonnet67.6
13Pixtral-12B67.4
14InternVL2-8B67.3
15GPT-4.1 Nano67

Interactive version: theaggregate.ai/benchmark?slug=openvlm-seed-bench-2-plus · How It Works · Data refreshed daily, snapshot 2026-09-05.