OpenVLM VCR - English Hard: leaderboard

VCR (Visual Caption Restoration) English hard split from the OpenCompass OpenVLM Leaderboard (VLMEvalKit): the model restores English caption text that is partly covered in the image; the easy split leaves more of each covered line visible than the hard split. Jaccard similarity between restored and reference words, in percent, higher is better.

Metric: Jaccard (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 54 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 2 VL 7B86.6#743
2Qwen 2 VL 2B70.1#1191
3Claude 3.5 Sonnet56.1#362
4Gemini 1.5 Pro51.9#454
5MiniCPM-V-2.618.8#827
6InternVL2-8B10.3#813

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=openvlm-vcr-english-hard · How It Works · Data refreshed daily, snapshot 2026-11-05.