PF-PASCAL

Overview edit

Variants: PF-PASCAL

Associated Benchmarks

This dataset is used in 1 benchmark:

• Semantic correspondence - Metrics: PCK, PCK (weak)

Recent Benchmark Submissions

Research Papers

Recent papers with results on this dataset:

• Semantic Correspondence: Unified Benchmarking and a Strong Baseline (2025) -
• Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence (2023) -
• A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence (2023) -
• Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation (2022) -
• CATs++: Boosting Cost Aggregation with Convolutions and Transformers (2022) -
• Cost Aggregation Is All You Need for Few-Shot Segmentation (2021) -
• CATs: Cost Aggregation Transformers for Visual Correspondence (2021) -
• Convolutional Hough Matching Networks (2021) -
• Learning to Compose Hypercolumns for Visual Correspondence (2020) -
• Correspondence Networks with Adaptive Neighbourhood Consensus (2020) -
• Hyperpixel Flow: Semantic Correspondence with Multi-layer Neural Features (2019) -
• Neighbourhood Consensus Networks (2018) -