diff --git a/.cache/._huggingface b/.cache/._huggingface
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index 0000000000000000000000000000000000000000..6aaaf9297f5ce1ab23c9f04ddb3f240de84f6af8
Binary files /dev/null and b/.cache/._huggingface differ
diff --git a/.gitattributes b/.gitattributes
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diff --git a/README.md b/README.md
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@@ -0,0 +1,29 @@
+---
+tags:
+- Dataset
+- HSI
+- Denoising
+size_categories:
+- n<1K
+---
+# MEHSI
+Multi-Exposure real HSI denoising (MEHSI) dataset for "*Real Noise Decoupling for Hyperspectral Image Denoising*" accepted at **AAAI 2026.**
+
+## Details
+We aim to capture a larger and more varied noise level dataset, so we control exposure time to 1/20, 1/50, and 1/100 of the reference image captured. We utilize an SOC710-VP hyperspectral camera to capture HSIs. 
+
+The collected clean HSIs are averaged, and the paired data are manually aligned and calibrated. The collected data is processed to obtain 303 pairs (scenes) of hyperspectral images with 34 spectral dimensions and a spatial resolution of \\(690\times512\\).
+
+We randomly select 273 pairs (91 scenes) for training and the remaining 30 (10 scenes) for testing.
+
+## Train
+We crop overlapped \\(128\times128\\) spatial regions from the paired
+data for training.
+
+## Inference
+We crop center \\(512\times512\\) spatial region from the paired
+data for test.
+
+---
+license: cc-by-4.0
+---
\ No newline at end of file
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