Pascal VOC

An object-detection and segmentation benchmark of 20 object categories from the PASCAL Visual Object Classes challenge.

Papers using Pascal VOC (31)

PixCon: Clean-Positive Contrastive Learning for Foundation-Model Semi-Supervised Segmentation2026HSA: Hierarchical Slot Attention for Multi-granularity Scene-Decomposition2026LipSSD: Lipschitz-Constrained Single-Shot Detection for Adversarially Robust Object Detection2026Sparse Attention for Dense Open-Vocabulary Prediction in CLIP2026Practical Insights into Semi-Supervised Object Detection Approaches2026Exploring Open-Vocabulary Object Recognition in Images using CLIP2026SSR: Semantic and Spatial Rectification for CLIP-based Weakly Supervised Segmentation2025Selective Masking based Self-Supervised Learning for Image Semantic Segmentation2025A Training-Free Framework for Open-Vocabulary Image Segmentation and Recognition with EfficientNet and CLIP2025Leveraging Out-of-Distribution Unlabeled Images: Semi-Supervised Semantic Segmentation with an Open-Vocabulary Model2025Visual Textualization for Image Prompted Object Detection2025Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation2025Approximate Size Targets Are Sufficient for Accurate Semantic Segmentation2025k-fold Subsampling based Sequential Backward Feature Elimination2025'part'ly First Among Equals: Semantic Part-based Benchmarking For State-of-the-art Object Recognition Systems2016Few-Shot Object Detection with Fully Cross-Transformer2022 · 188 citesWeakly- and Semi-Supervised Panoptic Segmentation2018 · 179 citesDomain Adaptation for Object Detection via Style Consistency2019 · 60 citesFeature-Driven Super-Resolution for Object Detection2020 · 20 citesMulti-class Token Transformer for Weakly Supervised Semantic Segmentation2022 · 19 citesDeep Object Co-Segmentation2018 · 14 citesSemi-convolutional Operators for Instance Segmentation2018 · 8 citesTowards Few-Annotation Learning for Object Detection: Are Transformer-based Models More Efficient ?2023 · 5 citesSpatial Reasoning for Few-Shot Object Detection2022 · 4 citesYOLO-Former: YOLO Shakes Hand With ViT2024 · 3 citesDETReg: Unsupervised Pretraining with Region Priors for Object Detection2021 · 1 citesTime-rEversed diffusioN tEnsor Transformer: A new TENET of Few-Shot Object Detection2022 · 1 citesIvaNet: Learning to jointly detect and segment objets with the help of Local Top-Down Modules2019SeqCo-DETR: Sequence Consistency Training for Self-Supervised Object Detection with Transformers2023DenseDINO: Boosting Dense Self-Supervised Learning with Token-Based Point-Level Consistency2023CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free2023