SOTAVerified

Semantic Segmentation

Papers

Showing 13511375 of 14763 papers

TitleStatusHype
ConDaFormer: Disassembled Transformer with Local Structure Enhancement for 3D Point Cloud UnderstandingCode1
Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation with Spherical RepresentationCode1
AutoVisual Fusion Suite: A Comprehensive Evaluation of Image Segmentation and Voice Conversion Tools on HuggingFace PlatformCode1
Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask GuidanceCode1
Semantic-Aware Autoregressive Image Modeling for Visual Representation LearningCode1
Transformers in Unsupervised Structure-from-MotionCode1
Gradient-based Parameter Selection for Efficient Fine-TuningCode1
Collaborating Foundation Models for Domain Generalized Semantic SegmentationCode1
SeiT++: Masked Token Modeling Improves Storage-efficient TrainingCode1
SegRap2023: A Benchmark of Organs-at-Risk and Gross Tumor Volume Segmentation for Radiotherapy Planning of Nasopharyngeal CarcinomaCode1
Reliability in Semantic Segmentation: Can We Use Synthetic Data?Code1
CattleEyeView: A Multi-task Top-down View Cattle Dataset for Smarter Precision Livestock FarmingCode1
Achelous++: Power-Oriented Water-Surface Panoptic Perception Framework on Edge Devices based on Vision-Radar Fusion and Pruning of Heterogeneous ModalitiesCode1
Progressive Feature Self-reinforcement for Weakly Supervised Semantic SegmentationCode1
Interfacing Foundation Models' EmbeddingsCode1
MaxQ: Multi-Axis Query for N:M Sparsity NetworkCode1
Semantic Connectivity-Driven Pseudo-labeling for Cross-domain SegmentationCode1
DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time AdaptationCode1
U-MixFormer: UNet-like Transformer with Mix-Attention for Efficient Semantic SegmentationCode1
ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance SegmentationCode1
TMT-VIS: Taxonomy-aware Multi-dataset Joint Training for Video Instance SegmentationCode1
SemiSAM: Enhancing Semi-Supervised Medical Image Segmentation via SAM-Assisted Consistency RegularizationCode1
Benchmarking and Analysis of Unsupervised Object Segmentation from Real-world Single ImagesCode1
Loss Functions in the Era of Semantic Segmentation: A Survey and OutlookCode1
VISAGE: Video Instance Segmentation with Appearance-Guided EnhancementCode1
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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