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PF-PASCAL

Introduced by Bumsub Ham et al. in Proposal Flow: Semantic Correspondences from Object Proposals21 Mar 2017 archive 2025-07-28

The archive carries no description for this dataset.

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 1 leaderboard 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
Semantic correspondence PF-PASCAL DINOv2 PCK 95.8 Semantic Correspondence: Unified Benchmarking and a... Visual-AI/Semantic-Correspondence 15 Compare

Papers archive 2025-07-28

13 shown of 13 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 60. 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
Semantic Correspondence: Unified Benchmarking and a Strong Baseline 1 1 23 May 2025 not harvested
Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence 1 3 28 Nov 2023 ran 11 of 15 samples (4 unverified; 15 pointer-only for licence)
A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence 1 1 24 May 2023 not harvested
Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation 1 1 22 Jul 2022 ran 11 of 20 samples (9 unverified; 2 pointer-only for licence)
CATs++: Boosting Cost Aggregation with Convolutions and Transformers 1 1 14 Feb 2022 not harvested
Cost Aggregation Is All You Need for Few-Shot Segmentation 2 1 22 Dec 2021 not harvested
CATs: Cost Aggregation Transformers for Visual Correspondence 1 1 4 Jun 2021 not harvested
Convolutional Hough Matching Networks 1 1 31 Mar 2021 not harvested
Learning to Compose Hypercolumns for Visual Correspondence 1 1 21 Jul 2020 ran 0 of 5 samples (5 unverified)
Semantic Correspondence as an Optimal Transport Problem 1 1 1 Jun 2020 not harvested
Correspondence Networks with Adaptive Neighbourhood Consensus 1 1 26 Mar 2020 ran 2 of 11 samples (9 unverified)
Hyperpixel Flow: Semantic Correspondence with Multi-layer Neural Features 1 1 18 Aug 2019 ran 0 of 14 samples (14 unverified)
Neighbourhood Consensus Networks 3 1 24 Oct 2018 ran 5 of 21 samples (16 unverified)

Dataset loaders archive 2025-07-28

pytorch-geometric.readthedocs.io/en/latest/modules/datasets.htmlrusty1s/pytorch_geometricpytorch

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

Tasks archive 2025-07-28

Semantic correspondence

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

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • PF-PASCAL

1 variant name, as the archive lists them.

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