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Datasets/LSUN

LSUN

Large-scale Scene UNderstanding Challenge

ImagesUnknownIntroduced 2015-01-01

The Large-scale Scene Understanding (LSUN) challenge aims to provide a different benchmark for large-scale scene classification and understanding. The LSUN classification dataset contains 10 scene categories, such as dining room, bedroom, chicken, outdoor church, and so on. For training data, each category contains a huge number of images, ranging from around 120,000 to 3,000,000. The validation data includes 300 images, and the test data has 1000 images for each category.

Source: Knowledge Guided Disambiguation for Large-Scale Scene Classification with Multi-Resolution CNNs Image Source: https://www.yf.io/p/lsun

Benchmarks

Image Generation/Average FID

Related Benchmarks

LSUN Bedroom/Image Generation/FID-50kLSUN Bedroom/Image Generation/clean-FIDLSUN Bedroom 128 x 128/Image Generation/FIDLSUN Bedroom 256 x 256/Image Generation/FDLSUN Bedroom 256 x 256/Image Generation/FIDLSUN Bedroom 256 x 256/Image Generation/FID-10k-training-stepsLSUN Bedroom 256 x 256/Image Generation/NFELSUN Bedroom 256 x 256/Image Generation/PrecisionLSUN Bedroom 256 x 256/Image Generation/RecallLSUN Bedroom 64 x 64/Image Generation/FIDLSUN Car 256 x 256/Image Generation/FIDLSUN Car 512 x 384/Image Generation/FIDLSUN Cat 256 x 256/Image Generation/Clean-FID (trainfull)LSUN Cat 256 x 256/Image Generation/FIDLSUN Churches 256 x 256/Image Generation/Clean-FID (trainfull)LSUN Churches 256 x 256/Image Generation/FIDLSUN Churches 256 x 256/Image Generation/NFELSUN Churches 256 x 256/Image Generation/RecallLSUN Churches 256 x 256/Image Generation/clean-FIDLSUN Horse 256 x 256/Image Generation/Clean-FID (trainfull)LSUN Horse 256 x 256/Image Generation/FIDLSUN tower 64x64/Image Generation/FID

Statistics

Papers
867
Benchmarks
1

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Image Generation