Datasets:
Add README
Browse files
README.md
ADDED
|
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: other
|
| 3 |
+
license_name: non-commercial-academic-use
|
| 4 |
+
license_link: https://github.com/aimagelab/dress-code/blob/main/LICENCE
|
| 5 |
+
task_categories:
|
| 6 |
+
- image-to-image
|
| 7 |
+
language:
|
| 8 |
+
- en
|
| 9 |
+
size_categories:
|
| 10 |
+
- 1G<n<10G
|
| 11 |
+
tags:
|
| 12 |
+
- virtual-try-on
|
| 13 |
+
- fashion
|
| 14 |
+
- benchmark
|
| 15 |
+
---
|
| 16 |
+
|
| 17 |
+
# VTBench: Virtual Try-On Benchmark
|
| 18 |
+
|
| 19 |
+
VTBench is a benchmark dataset for evaluating virtual try-on (VTON) models, introduced in the NeurIPS 2026 Datasets & Benchmarks Track submission.
|
| 20 |
+
|
| 21 |
+
## Test Sets
|
| 22 |
+
|
| 23 |
+
| Subset | Directory | Pairs | Description |
|
| 24 |
+
|--------|-----------|-------|-------------|
|
| 25 |
+
| **FTF** (Font/Texture Fidelity) | `benchmark_texture/` | 600 | Fine-grained garment texture and text/logo preservation |
|
| 26 |
+
| **CBC** (Complex Background Consistency) | `benchmark_complex_bg/` | 433 | Background preservation under complex scenes |
|
| 27 |
+
| **HOC** (Hand-Occlusion Consistency) | `benchmark_hand/` | 1,443 | Hand-garment occlusion and joint consistency |
|
| 28 |
+
| **CCP** (Cross-Category Plausibility) | `benchmark_crossvton/` | 420 (4 directions × 105) | Cross-category try-on: dress / upper / lower |
|
| 29 |
+
|
| 30 |
+
## Directory Structure
|
| 31 |
+
|
| 32 |
+
```
|
| 33 |
+
benchmark_texture/
|
| 34 |
+
cloth/ # garment images: cloth_0001.png … cloth_0600.png
|
| 35 |
+
image/ # person images: image_0001.png … image_0600.png
|
| 36 |
+
test_pairs.txt # <cloth> <image> per line (600 pairs)
|
| 37 |
+
filename_mapping.txt # new filename → original filename
|
| 38 |
+
|
| 39 |
+
benchmark_complex_bg/
|
| 40 |
+
cloth/ # 0000.png … 0473.png
|
| 41 |
+
image/ # 0000.png … 0473.png
|
| 42 |
+
test_pairs.txt # 433 pairs
|
| 43 |
+
|
| 44 |
+
benchmark_hand/
|
| 45 |
+
cloth/ # 0000.png … 1442.png
|
| 46 |
+
image/ # 0000.png … 1442.png
|
| 47 |
+
test_pairs.txt # 1443 pairs
|
| 48 |
+
|
| 49 |
+
benchmark_crossvton/
|
| 50 |
+
dress/cloth/ # dress garments
|
| 51 |
+
dress/image/ # dress person images
|
| 52 |
+
upper/cloth/ # upper-body garments
|
| 53 |
+
upper/image/ # upper-body person images
|
| 54 |
+
lower/cloth/ # lower-body garments
|
| 55 |
+
lower/image/ # lower-body person images
|
| 56 |
+
test_pairs_ds2lower.txt # dress → lower (105 pairs)
|
| 57 |
+
test_pairs_ds2up.txt # dress → upper (105 pairs)
|
| 58 |
+
test_pairs_lower2ds.txt # lower → dress (105 pairs)
|
| 59 |
+
test_pairs_up2ds.txt # upper → dress (105 pairs)
|
| 60 |
+
```
|
| 61 |
+
|
| 62 |
+
Each `test_pairs*.txt` contains one pair per line: `<cloth_path> <image_path>`.
|
| 63 |
+
|
| 64 |
+
## License
|
| 65 |
+
|
| 66 |
+
This dataset is available for **non-commercial academic research, teaching, and publication only**.
|
| 67 |
+
|
| 68 |
+
### benchmark_crossvton
|
| 69 |
+
|
| 70 |
+
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:
|
| 71 |
+
|
| 72 |
+
> 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.
|
| 73 |
+
|
| 74 |
+
By downloading or using `benchmark_crossvton/`, you agree to be bound by those [licence terms](https://github.com/aimagelab/dress-code/blob/main/LICENCE).
|
| 75 |
+
|
| 76 |
+
### benchmark_texture / benchmark_complex_bg / benchmark_hand
|
| 77 |
+
|
| 78 |
+
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.
|
| 79 |
+
|
| 80 |
+
## Citation
|
| 81 |
+
|
| 82 |
+
Citation will be updated upon publication.
|