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CVC-ClinicDB

archive 2025-07-28

CVC-ClinicDB is an open-access dataset of 612 images with a resolution of 384×288 from 31 colonoscopy sequences.It is used for medical image segmentation, in particular polyp detection in colonoscopy videos.

Source: ResUNet++: An Advanced Architecture for Medical Image Segmentation Image Source: https://polyp.grand-challenge.org/CVCClinicDB/

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
Medical Image Segmentation CVC-ClinicDB DUCK-Net mean Dice 0.9684 Adaptive t-vMF Dice Loss for Multi-class Medical Image... usagisukisuki/adaptive_t-vmf_dice_loss 48 Compare

Papers archive 2025-07-28

30 shown of 43 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 54. 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
UniNet: A Contrastive Learning-guided Unified Framework with Feature Selection for Anomaly Detection 1 1 28 Feb 2025 not harvested
From Semantic Segmentation of Natural Images to Medical Image Segmentation Using ViT-Based Architectures 0 1 31 Jan 2025 not harvested
S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging 1 1 17 Dec 2024 not harvested
MetaFormer and CNN Hybrid Model for Polyp Image Segmentation 1 1 16 Sep 2024 not harvested
Self-Prompting Polyp Segmentation in Colonoscopy using Hybrid Yolo-SAM 2 Model 1 1 14 Sep 2024 not harvested
SAM-EG: Segment Anything Model with Egde Guidance framework for efficient Polyp Segmentation 0 1 21 Jun 2024 not harvested
Hi-gMISnet: generalized medical image segmentation using DWT based multilayer fusion and dual mode attention into high resolution pGAN 1 1 20 May 2024 not harvested
Adaptation of Distinct Semantics for Uncertain Areas in Polyp Segmentation 1 1 13 May 2024 not harvested
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation 1 1 11 May 2024 ran 20 of 23 samples (3 unverified; 23 pointer-only for licence)
Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention 1 1 10 May 2024 not harvested
KDAS: Knowledge Distillation via Attention Supervision Framework for Polyp Segmentation 2 1 13 Dec 2023 not harvested
Using DUCK-Net for Polyp Image Segmentation 2 1 3 Nov 2023 not harvested
G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation 1 1 24 Oct 2023 ran 6 of 9 samples (3 unverified; 9 pointer-only for licence)
M3FPolypSegNet: Segmentation Network with Multi-frequency Feature Fusion for Polyp Localization in Colonoscopy Images 0 1 9 Oct 2023 not harvested
MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp Segmentation 2 2 6 Sep 2023 not harvested
Polyp-SAM++: Can A Text Guided SAM Perform Better for Polyp Segmentation? 2 1 12 Aug 2023 not harvested
UGCANet: A Unified Global Context-Aware Transformer-based Network with Feature Alignment for Endoscopic Image Analysis 0 1 12 Jul 2023 not harvested
RaBiT: An Efficient Transformer using Bidirectional Feature Pyramid Network with Reverse Attention for Colon Polyp Segmentation 1 1 12 Jul 2023 not harvested
Dual Cross-Attention for Medical Image Segmentation 1 1 30 Mar 2023 not harvested
Medical Image Segmentation via Cascaded Attention Decoding 1 1 3 Jan 2023 not harvested
DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation 1 1 21 Dec 2022 not harvested
HarDNet-DFUS: An Enhanced Harmonically-Connected Network for Diabetic Foot Ulcer Image Segmentation and Colonoscopy Polyp Segmentation 2 1 15 Sep 2022 not harvested
FCN-Transformer Feature Fusion for Polyp Segmentation 2 1 17 Aug 2022 not harvested
Adaptive t-vMF Dice Loss for Multi-class Medical Image Segmentation 1 1 16 Jul 2022 not harvested
ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic video 1 1 15 Jul 2022 not harvested
ColonFormer: An Efficient Transformer based Method for Colon Polyp Segmentation 1 1 17 May 2022 not harvested
Stepwise Feature Fusion: Local Guides Global 1 1 7 Mar 2022 not harvested
COMMA: Propagating Complementary Multi-Level Aggregation Network for Polyp Segmentation 0 2 17 Feb 2022 not harvested
Training on Polar Image Transformations Improves Biomedical Image Segmentation 1 1 29 Sep 2021 not harvested
CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects 1 1 16 Aug 2021 not harvested

The full list of 43 is in the JSON twin.

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Medical Image Segmentation

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

ImagesMedical

Languages archive 2025-07-28

Chinese

Variants archive 2025-07-28

  • CVC-ClinicDB

1 variant name, as the archive lists them.

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections