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README.md

@@ -1,6 +1,45 @@
 ---
 license: apache-2.0
+language:
+- en
+- zh
+library_name: transformers
+tags:
+- avbench
+- audio-text
+- video-text
+- audio-video
 base_model:
-- Qwen/Qwen2.5-Omni-7B
 - Qwen/Qwen2-Audio-7B-Instruct
----
+- Qwen/Qwen2.5-Omni-7B
+---
+
+# AVBench Models
+
+This repository hosts the evaluator models used in **AVBench**, a benchmark for text-to-audio-video generation quality and cross-modal consistency.
+
+[![Hugging Face Dataset](https://img.shields.io/badge/HuggingFace-Dataset-FFD21E?logo=huggingface&logoColor=black)](https://huggingface.co/datasets/iiiiii123/AVBench)
+[![AVBench Models](https://img.shields.io/badge/HuggingFace-AVBench__model-FFD21E?logo=huggingface&logoColor=black)](https://huggingface.co/iiiiii123/AVBench_model)
+
+## AVBench in brief
+
+AVBench evaluates generated content on two splits:
+- **Normal split**: common, easier samples.
+- **Hard split**: challenging samples with stronger cross-modal requirements.
+
+It covers cross-modal alignment (Audio-Text / Video-Text / Audio-Video) and generation quality dimensions.
+
+Dataset link:
+- https://huggingface.co/datasets/iiiiii123/AVBench
+
+## Model zoo used by AVBench
+
+| Model | Use in AVBench | Trained / merged from |
+|---|---|---|
+| `Qwen2-Audio-7B-AudioTextMatching-Merged` | Audio-Text consistency scoring (AT) | `Qwen/Qwen2-Audio-7B-Instruct` |
+| `Qwen2.5-Omni-7B-VideoTextMatching-Merged` | Video-Text consistency scoring (VT) | `Qwen/Qwen2.5-Omni-7B` |
+| `Qwen2.5-Omni-7B-AudioVideoMatching-Merged` | Audio-Video consistency scoring (AV) | `Qwen/Qwen2.5-Omni-7B` |
+
+## Notes
+
+These models are released for AVBench evaluation and analysis.