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Semantic Segmentation

Papers

Showing 326350 of 14763 papers

TitleStatusHype
Memorize What Matters: Emergent Scene Decomposition from MultitraverseCode2
Zero-Shot Video Semantic Segmentation based on Pre-Trained Diffusion ModelsCode2
Mamba-R: Vision Mamba ALSO Needs RegistersCode2
KPConvX: Modernizing Kernel Point Convolution with Kernel AttentionCode2
DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative DataCode2
Context-Guided Spatial Feature Reconstruction for Efficient Semantic SegmentationCode2
Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale AttentionCode2
GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNsCode2
OpenESS: Event-based Semantic Scene Understanding with Open VocabulariesCode2
PTQ4SAM: Post-Training Quantization for Segment AnythingCode2
MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representation LearningCode2
ASAM: Boosting Segment Anything Model with Adversarial TuningCode2
Adaptive Bidirectional Displacement for Semi-Supervised Medical Image SegmentationCode2
LVOS: A Benchmark for Large-scale Long-term Video Object SegmentationCode2
Multi-Scale Representations by Varying Window Attention for Semantic SegmentationCode2
A Multi-objective Optimization Benchmark Test Suite for Real-time Semantic SegmentationCode2
Multimodal Information Interaction for Medical Image SegmentationCode2
Dynamic in Static: Hybrid Visual Correspondence for Self-Supervised Video Object SegmentationCode2
Augmented Object Intelligence with XR-ObjectsCode2
Generalized Few-Shot Meets Remote Sensing: Discovering Novel Classes in Land Cover Mapping via Hybrid Semantic Segmentation FrameworkCode2
MambaMOS: LiDAR-based 3D Moving Object Segmentation with Motion-aware State Space ModelCode2
An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-TrainingCode2
Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image SegmentationCode2
LaSagnA: Language-based Segmentation Assistant for Complex QueriesCode2
LLM-Seg: Bridging Image Segmentation and Large Language Model ReasoningCode2
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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
4M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
5InternImage-HValidation 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