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+ ---
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+ license: other
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+ license_name: non-commercial-academic-use
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+ license_link: https://github.com/aimagelab/dress-code/blob/main/LICENCE
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+ task_categories:
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+ - image-to-image
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+ language:
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+ - en
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+ size_categories:
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+ - 1G<n<10G
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+ tags:
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+ - virtual-try-on
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+ - fashion
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+ - benchmark
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+ ---
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+
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+ # VTBench: Virtual Try-On Benchmark
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+
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+ VTBench is a benchmark dataset for evaluating virtual try-on (VTON) models, introduced in the NeurIPS 2026 Datasets & Benchmarks Track submission.
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+
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+ ## Test Sets
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+
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+ | Subset | Directory | Pairs | Description |
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+ |--------|-----------|-------|-------------|
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+ | **FTF** (Font/Texture Fidelity) | `benchmark_texture/` | 600 | Fine-grained garment texture and text/logo preservation |
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+ | **CBC** (Complex Background Consistency) | `benchmark_complex_bg/` | 433 | Background preservation under complex scenes |
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+ | **HOC** (Hand-Occlusion Consistency) | `benchmark_hand/` | 1,443 | Hand-garment occlusion and joint consistency |
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+ | **CCP** (Cross-Category Plausibility) | `benchmark_crossvton/` | 420 (4 directions × 105) | Cross-category try-on: dress / upper / lower |
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+
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+ ## Directory Structure
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+
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+ ```
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+ benchmark_texture/
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+ cloth/ # garment images: cloth_0001.png … cloth_0600.png
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+ image/ # person images: image_0001.png … image_0600.png
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+ test_pairs.txt # <cloth> <image> per line (600 pairs)
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+ filename_mapping.txt # new filename → original filename
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+
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+ benchmark_complex_bg/
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+ cloth/ # 0000.png … 0473.png
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+ image/ # 0000.png … 0473.png
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+ test_pairs.txt # 433 pairs
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+
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+ benchmark_hand/
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+ cloth/ # 0000.png … 1442.png
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+ image/ # 0000.png … 1442.png
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+ test_pairs.txt # 1443 pairs
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+
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+ benchmark_crossvton/
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+ dress/cloth/ # dress garments
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+ dress/image/ # dress person images
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+ upper/cloth/ # upper-body garments
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+ upper/image/ # upper-body person images
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+ lower/cloth/ # lower-body garments
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+ lower/image/ # lower-body person images
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+ test_pairs_ds2lower.txt # dress → lower (105 pairs)
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+ test_pairs_ds2up.txt # dress → upper (105 pairs)
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+ test_pairs_lower2ds.txt # lower → dress (105 pairs)
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+ test_pairs_up2ds.txt # upper → dress (105 pairs)
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+ ```
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+
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+ Each `test_pairs*.txt` contains one pair per line: `<cloth_path> <image_path>`.
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+
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+ ## License
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+
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+ This dataset is available for **non-commercial academic research, teaching, and publication only**.
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+
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+ ### benchmark_crossvton
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+
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+ The `benchmark_crossvton/` subset is a curated selection from the [Dress Code Dataset](https://github.com/aimagelab/dress-code) (images selected and renamed; no content modification). It is subject to the original Dress Code license terms:
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+
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+ > The Dress Code Dataset is proprietary to and © Yoox Net-a-Porter Group S.p.A., and its licensors. It is distributed by the University of Modena and Reggio Emilia, and available for non-commercial academic use under licence terms set out at https://github.com/aimagelab/dress-code.
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+
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+ By downloading or using `benchmark_crossvton/`, you agree to be bound by those [licence terms](https://github.com/aimagelab/dress-code/blob/main/LICENCE).
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+
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+ ### benchmark_texture / benchmark_complex_bg / benchmark_hand
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+
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+ These subsets are released under [CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/) and are available for non-commercial academic use only.
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+
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+ ## Citation
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+
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+ Citation will be updated upon publication.