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Places

Introduced in Places: A 10 Million Image Database for Scene Recognition1 Jan 2018 archive 2025-07-28

The Places dataset is proposed for scene recognition and contains more than 2.5 million images covering more than 205 scene categories with more than 5,000 images per category.

Source: Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Image Source: http://places.csail.mit.edu/browser.html

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 4 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Image Inpainting Places2 ASUKA FID 1.230 Towards Enhanced Image Inpainting: Mitigating Unwanted... yikai-wang/asuka-misato 14 Compare
Cross-Domain Few-Shot Places StyleAdv-FT 5 shot 79.35 StyleAdv: Meta Style Adversarial Training for... lovelyqian/styleadv-cdfsl +1 8 Compare
Image Inpainting Places2 val Palatte (20-30% free form) FID 11.7 Palette: Image-to-Image Diffusion Models Janspiry/Palette-Image-to-Image-Diffusion-Models +4 7 Compare
Uncropping Places2 val Palette FID 3.53 Palette: Image-to-Image Diffusion Models Janspiry/Palette-Image-to-Image-Diffusion-Models +4 2 Compare

Papers archive 2025-07-28

22 shown of 22 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 1,151. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Repositioning the Subject within Image 1 1 30 Jan 2024 not harvested
Towards Enhanced Image Inpainting: Mitigating Unwanted Object Insertion and Preserving Color Consistency 1 1 8 Dec 2023 ran 13 of 17 samples (4 unverified; 17 pointer-only for licence)
StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning 2 2 18 Feb 2023 not harvested
Adversarial Feature Augmentation for Cross-domain Few-shot Classification 1 1 23 Aug 2022 not harvested
MAT: Mask-Aware Transformer for Large Hole Image Inpainting 1 1 29 Mar 2022 not harvested
CM-GAN: Image Inpainting with Cascaded Modulation GAN and Object-Aware Training 1 1 22 Mar 2022 not harvested
Wave-SAN: Wavelet based Style Augmentation Network for Cross-Domain Few-Shot Learning 1 1 15 Mar 2022 not harvested
Palette: Image-to-Image Diffusion Models 5 3 10 Nov 2021 ran 2 of 3 samples (1 unverified; 3 pointer-only for licence)
Resolution-robust Large Mask Inpainting with Fourier Convolutions 8 1 15 Sep 2021 ran 0 of 4 samples (4 unverified)
Cross-Domain Few-Shot Classification via Adversarial Task Augmentation 1 2 29 Apr 2021 ran 0 of 1 samples (1 unverified; 1 pointer-only for licence)
Image Inpainting by End-to-End Cascaded Refinement with Mask Awareness 1 1 28 Apr 2021 not harvested
Aggregated Contextual Transformations for High-Resolution Image Inpainting 2 1 3 Apr 2021 ran 0 of 8 samples (8 unverified)
Bridging Global Context Interactions for High-Fidelity Image Completion 1 2 2 Apr 2021 not harvested
Large Scale Image Completion via Co-Modulated Generative Adversarial Networks 1 1 18 Mar 2021 not harvested
CR-Fill: Generative Image Inpainting With Auxiliary Contextual Reconstruction 1 1 1 Jan 2021 not harvested
High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling 1 1 24 May 2020 not harvested
Contextual Residual Aggregation for Ultra High-Resolution Image Inpainting 6 3 19 May 2020 ran 2 of 9 samples (7 unverified)
Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation 1 1 23 Jan 2020 ran 2 of 2 samples (0 unverified; 2 pointer-only for licence)
A Broader Study of Cross-Domain Few-Shot Learning 2 1 16 Dec 2019 ran 4 of 7 samples (3 unverified)
Boundless: Generative Adversarial Networks for Image Extension 0 1 19 Aug 2019 not harvested
EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning 20 1 1 Jan 2019 ran 4 of 4 samples (0 unverified; 4 pointer-only for licence)
Free-Form Image Inpainting with Gated Convolution 30 3 10 Jun 2018 ran 1 of 7 samples (6 unverified)

Dataset loaders archive 2025-07-28

docs.voxel51.com/user_guide/dataset_zoo/datasets.html#placesvoxel51/fiftyonetfpytorch
docs.activeloop.ai/datasets/places205-datasetactiveloopai/Hubtfpytorch

2 loaders as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

Image InpaintingCross-Domain Few-ShotUncropping

License archive 2025-07-28

CC BY

Modalities archive 2025-07-28

Images

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • Places2
  • Places2 val
  • Places

3 variant names, as the archive lists them.

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