SOTAVerified

Semantic Segmentation

Papers

Showing 18261850 of 14763 papers

TitleStatusHype
Benchmarking and Analysis of Unsupervised Object Segmentation from Real-world Single ImagesCode1
FANet: Feature Amplification Network for Semantic Segmentation in Cluttered BackgroundCode1
Coherent Reconstruction of Multiple Humans from a Single ImageCode1
FANet: A Feedback Attention Network for Improved Biomedical Image SegmentationCode1
FAPIS: A Few-shot Anchor-free Part-based Instance SegmenterCode1
Benchmarking Large Vision-Language Models via Directed Scene Graph for Comprehensive Image CaptioningCode1
Benchmarking Multi-modal Semantic Segmentation under Sensor Failures: Missing and Noisy Modality RobustnessCode1
In-N-Out Generative Learning for Dense Unsupervised Video SegmentationCode1
Input Augmentation with SAM: Boosting Medical Image Segmentation with Segmentation Foundation ModelCode1
Benchmarking Segmentation Models with Mask-Preserved Attribute EditingCode1
Benchmarking Self-Supervised Learning on Diverse Pathology DatasetsCode1
Directional Deep Embedding and Appearance Learning for Fast Video Object SegmentationCode1
Directional Connectivity-based Segmentation of Medical ImagesCode1
FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance SegmentationCode1
A Multi-Level Approach to Waste Object SegmentationCode1
UVO Challenge on Video-based Open-World Segmentation 2021: 1st Place SolutionCode1
Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic SegmentationCode1
Adversarial Continual Learning for Multi-Domain Hippocampal SegmentationCode1
Disentangle then Parse: Night-time Semantic Segmentation with Illumination DisentanglementCode1
InstanceFormer: An Online Video Instance Segmentation FrameworkCode1
Instance Neural Radiance FieldCode1
Continuous Conditional Random Field Convolution for Point Cloud SegmentationCode1
Disentangle then Parse:Night-time Semantic Segmentation with Illumination DisentanglementCode1
BerDiff: Conditional Bernoulli Diffusion Model for Medical Image SegmentationCode1
Ariadne's Thread:Using Text Prompts to Improve Segmentation of Infected Areas from Chest X-ray imagesCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310Unverified
2ViT-P (InternImage-H)Validation mIoU63.6Unverified
3ONE-PEACEValidation mIoU63Unverified
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
6BEiT-3Validation mIoU62.8Unverified
7EVAValidation mIoU62.3Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5Unverified
10FD-SwinV2-GValidation mIoU61.4Unverified