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Semantic Segmentation

Papers

Showing 24512475 of 14763 papers

TitleStatusHype
Multimodal Learning With Intraoperative CBCT & Variably Aligned Preoperative CT Data To Improve Segmentation0
Discriminative Hamiltonian Variational Autoencoder for Accurate Tumor Segmentation in Data-Scarce Regimes0
Learning from Exemplars for Interactive Image Segmentation0
OoDIS: Anomaly Instance Segmentation BenchmarkCode1
SWCF-Net: Similarity-weighted Convolution and Local-global Fusion for Efficient Large-scale Point Cloud Semantic SegmentationCode0
Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic SegmentationCode2
Enhancing Generalizability of Representation Learning for Data-Efficient 3D Scene Understanding0
Boosting Medical Image Classification with Segmentation Foundation Model0
Benchmarking Label Noise in Instance Segmentation: Spatial Noise MattersCode0
ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything ModelCode1
α-OCC: Uncertainty-Aware Camera-based 3D Semantic Occupancy Prediction0
PyramidMamba: Rethinking Pyramid Feature Fusion with Selective Space State Model for Semantic Segmentation of Remote Sensing ImageryCode5
Microscopy Image Dataset for Deep Learning-Based Quantitative Assessment of Pulmonary Vascular Changes0
MMVR: Millimeter-wave Multi-View Radar Dataset and Benchmark for Indoor PerceptionCode0
A Late-Stage Bitemporal Feature Fusion Network for Semantic Change DetectionCode0
Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation0
GenMM: Geometrically and Temporally Consistent Multimodal Data Generation for Video and LiDAR0
The BabyView dataset: High-resolution egocentric videos of infants' and young children's everyday experiences0
Exploring the Benefits of Vision Foundation Models for Unsupervised Domain AdaptationCode1
ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision TransformersCode1
D-NPC: Dynamic Neural Point Clouds for Non-Rigid View Synthesis from Monocular Video0
Open-Vocabulary Semantic Segmentation with Image Embedding BalancingCode1
Label-Efficient Semantic Segmentation of LiDAR Point Clouds in Adverse Weather ConditionsCode1
Enhancing Incomplete Multi-modal Brain Tumor Segmentation with Intra-modal Asymmetry and Inter-modal DependencyCode0
RobustSAM: Segment Anything Robustly on Degraded ImagesCode3
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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