Datasets › Places365

Places365

Introduced by Alejandro López-Cifuentes et al. in Semantic-Aware Scene Recognition5 Sep 2019 archive 2025-07-28

The Places365 dataset is a scene recognition dataset. It is composed of 10 million images comprising 434 scene classes. There are two versions of the dataset: Places365-Standard with 1.8 million train and 36000 validation images from K=365 scene classes, and Places365-Challenge-2016, in which the size of the training set is increased up to 6.2 million extra images, including 69 new scene classes (leading to a total of 8 million train images from 434 scene classes).

Source: Semantic-Aware Scene Recognition Image Source: Places

Benchmarks archive 2025-07-28

All 7 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.

Papers archive 2025-07-28

30 shown of 30 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 65. 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
OmniVec2 - A Novel Transformer based Network for Large Scale Multimodal and Multitask Learning 0 1 1 Jan 2024 not harvested
OmniVec: Learning robust representations with cross modal sharing 0 1 7 Nov 2023 not harvested
Scaling for Training Time and Post-hoc Out-of-distribution Detection Enhancement 1 1 30 Sep 2023 ran 0 of 1 samples (1 unverified)
Nearest Neighbor Guidance for Out-of-Distribution Detection 2 2 26 Sep 2023 ran 6 of 8 samples (2 unverified)
Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability 1 1 6 Jun 2023 ran 2 of 7 samples (5 unverified)
Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles 4 1 1 Jun 2023 ran 0 of 6 samples (6 unverified)
Detecting Out-of-distribution Data through In-distribution Class Prior 1 1 25 Apr 2023 not harvested
LINe: Out-of-Distribution Detection by Leveraging Important Neurons 1 1 24 Mar 2023 ran 8 of 20 samples (12 unverified)
ViC-MAE: Self-Supervised Representation Learning from Images and Video with Contrastive Masked Autoencoders 2 1 21 Mar 2023 not harvested
Out-of-distribution Detection with Implicit Outlier Transformation 1 1 9 Mar 2023 not harvested
Non-Parametric Outlier Synthesis 1 1 6 Mar 2023 ran 1 of 1 samples (0 unverified; 1 pointer-only for licence)
Rethinking Out-of-distribution (OOD) Detection: Masked Image Modeling is All You Need 2 1 6 Feb 2023 not harvested
Decoupling MaxLogit for Out-of-Distribution Detection 0 1 1 Jan 2023 not harvested
Delving into Out-of-Distribution Detection with Vision-Language Representations 2 1 24 Nov 2022 ran 4 of 5 samples (1 unverified; 1 pointer-only for licence)
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions 3 1 10 Nov 2022 ran 2 of 4 samples (2 unverified)
Boosting Out-of-distribution Detection with Typical Features 0 1 9 Oct 2022 not harvested
Extremely Simple Activation Shaping for Out-of-Distribution Detection 2 1 20 Sep 2022 ran 2 of 2 samples (0 unverified)
RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection 1 1 18 Sep 2022 not harvested
A Continual Development Methodology for Large-scale Multitask Dynamic ML Systems 1 1 15 Sep 2022 not harvested
WaveMix: A Resource-efficient Neural Network for Image Analysis 1 2 28 May 2022 not harvested
MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision Transformers 1 2 26 May 2022 not harvested
Revisiting Weakly Supervised Pre-Training of Visual Perception Models 2 1 20 Jan 2022 not harvested
DICE: Leveraging Sparsification for Out-of-Distribution Detection 1 1 18 Nov 2021 ran 8 of 19 samples (11 unverified)
Masked Autoencoders Are Scalable Vision Learners 58 1 11 Nov 2021 ran 71 of 137 samples (66 unverified; 73 pointer-only for licence)
MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space 5 1 5 May 2021 ran 3 of 4 samples (1 unverified; 1 pointer-only for licence)
Global and Local Attention-Based Free-Form Image Inpainting 1 1 4 Jun 2020 not harvested
Enhanced Residual Networks for Context-based Image Outpainting 1 1 14 May 2020 not harvested
Semantic-Aware Scene Recognition 1 1 5 Sep 2019 ran 0 of 3 samples (3 unverified)
FOSNet: An End-to-End Trainable Deep Neural Network for Scene Recognition 0 1 17 Jul 2019 not harvested
Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization 3 1 15 Apr 2019 ran 3 of 5 samples (2 unverified; 3 pointer-only for licence)

Dataset loaders archive 2025-07-28

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

Tasks archive 2025-07-28

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • Places365-Standard
  • Places365
  • ImageNet-1k vs Places
  • ImageNet-1k vs Curated OODs (avg.)

4 variant names, as the archive lists them.

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