OpenVLM MME - Existence: leaderboard
OpenCompass OpenVLM MME subcategory score for detecting whether visual entities exist.
Metric: Score. Source: huggingface.co. Saturation forecast: Estimated already saturated. 235 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-4.1 Nano | 200 | #731 |
| 2 | InternVL3-8B | 200 | #620 |
| 3 | Gemini 2.0 Flash | 200 | #342 |
| 4 | InternVL3-38B | 200 | #405 |
| 5 | InternVL3-78B | 200 | #352 |
| 6 | GPT-4.1 (2025-04-14) | 200 | #250 |
| 7 | Qwen 2 VL 2B | 200 | #1220 |
| 8 | Gemini 1.5 Flash | 200 | #618 |
| 9 | InternVL2.5-78B | 200 | #431 |
| 10 | Llama 3.2 90B Vision Instruct | 200 | #622 |
| 11 | MiniCPM-V-2.6 | 195 | #836 |
| 12 | InternVL3-14B | 195 | #505 |
| 13 | Qwen 2 VL 72B | 195 | #460 |
| 14 | Gemini 1.5 Pro | 195 | #445 |
| 15 | Gemma 3 4B | 195 | #1089 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=openvlm-mme-existence · How It Works · Data refreshed daily, snapshot 2026-10-20.