OpenVLM Video - MVBench - Object Shuffle: leaderboard
Metric: Accuracy (%). Source: huggingface.co. 37 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | InternVL3-78B | 44 |
| 2 | GPT-4o (2024-08-06) | 44 |
| 3 | Phi-4 Multimodal Instruct | 41.5 |
| 4 | InternVL3-8B | 41 |
| 5 | Qwen 2 VL 7B | 39.5 |
| 6 | InternVL2.5-78B | 39.5 |
| 7 | Qwen 2 VL 72B | 38 |
| 8 | Gemini 2.0 Flash | 37 |
| 9 | Gemini 1.5 Flash | 35 |
| 10 | InternVL2-8B | 29.5 |
| 11 | Claude 3.5 Sonnet | 23 |
Interactive version: theaggregate.ai/benchmark?slug=openvlm-video-mvbench-object-shuffle · How It Works · Data refreshed daily, snapshot 2026-09-19.