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README.md
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@@ -94,6 +94,31 @@ InternVL 2.5 is a multimodal large language model series, featuring models of va
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### Video Benchmarks
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### Multimodal Multilingual Understanding
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<table border="1">
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<thead>
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### Video Benchmarks
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| Model Name | Video-MME (wo / w sub) | MVBench | MMBench-Video (val) | MLVU (M-Avg) | LongVideoBench (val total) | CG-Bench v1.1 (long / clue acc.) |
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|---------------------------------------------|-------------|------|-------|-------|------|-------------|
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| **InternVL2.5-1B** | 50.3 / 52.3 | 64.3 | 1.36 | 57.3 | 47.9 | - |
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| Qwen2-VL-2B | 55.6 / 60.4 | 63.2 | - | - | - | - |
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| **InternVL2.5-2B** | 51.9 / 54.1 | 68.8 | 1.44 | 61.4 | 52.0 | - |
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| **InternVL2.5-4B** | 62.3 / 63.6 | 71.6 | 1.73 | 68.3 | 55.2 | - |
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| VideoChat2-HD | 45.3 / 55.7 | 62.3 | 1.22 | 47.9 | - | - |
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| MiniCPM-V-2.6 | 60.9 / 63.6 | - | 1.70 | - | 54.9 | - |
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| LLaVA-OneVision-7B | 58.2 / - | 56.7 | - | - | - | - |
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| Qwen2-VL-7B | 63.3 / 69.0 | 67.0 | 1.44 | - | 55.6 | - |
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| **InternVL2.5-8B** | 64.2 / 66.9 | 72.0 | 1.68 | 68.9 | 60.0 | - |
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| **InternVL2.5-26B** | 66.9 / 69.2 | 75.2 | 1.86 | 72.3 | 59.9 | - |
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| Oryx-1.5-32B | 67.3 / 74.9 | 70.1 | 1.52 | 72.3 | - | - |
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| VILA-1.5-40B | 60.1 / 61.1 | - | 1.61 | 56.7 | - | - |
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| **InternVL2.5-38B** | 70.7 / 73.1 | 74.4 | 1.82 | 75.3 | 63.3 | - |
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| GPT-4V/4T | 59.9 / 63.3 | 43.7 | 1.53 | 49.2 | 59.1 | - |
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| GPT-4o-20240513 | 71.9 / 77.2 | - | 1.63 | 64.6 | 66.7 | - |
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| GPT-4o-20240806 | - | - | 1.87 | - | - | - |
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| Gemini-1.5-Pro | 75.0 / 81.3 | - | 1.30 | - | 64.0 | - |
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| VideoLLaMA2-72B | 61.4 / 63.1 | 62.0 | - | - | - | - |
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| LLaVA-OneVision-72B | 66.2 / 69.5 | 59.4 | - | 66.4 | 61.3 | - |
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| Qwen2-VL-72B | 71.2 / 77.8 | 73.6 | 1.70 | - | - | 41.3 / 56.2 |
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| InternVL2-Llama3-76B | 64.7 / 67.8 | 69.6 | 1.71 | 69.9 | 61.1 | - |
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| **InternVL2.5-78B** | 72.1 / 74.0 | 76.4 | 1.97 | 75.7 | 63.6 | 42.2 / 58.5 |
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### Multimodal Multilingual Understanding
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<table border="1">
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<thead>
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