SOTAVerified

Semantic Segmentation

Papers

Showing 22762300 of 14763 papers

TitleStatusHype
Intermediate Prototype Mining Transformer for Few-Shot Semantic SegmentationCode1
Token-Label Alignment for Vision TransformersCode1
AISFormer: Amodal Instance Segmentation with TransformerCode1
LACV-Net: Semantic Segmentation of Large-Scale Point Cloud Scene via Local Adaptive and Comprehensive VLADCode1
Decomposed Knowledge Distillation for Class-Incremental Semantic SegmentationCode1
Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation LearningCode1
Latency-aware Spatial-wise Dynamic NetworksCode1
Learning Inter-Superpoint Affinity for Weakly Supervised 3D Instance SegmentationCode1
Semantic Segmentation under Adverse Conditions: A Weather and Nighttime-aware Synthetic Data-based ApproachCode1
CLIP-Fields: Weakly Supervised Semantic Fields for Robotic MemoryCode1
Global Spectral Filter Memory Network for Video Object SegmentationCode1
CASAPose: Class-Adaptive and Semantic-Aware Multi-Object Pose EstimationCode1
BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance SegmentationCode1
Semi-supervised Semantic Segmentation with Prototype-based Consistency RegularizationCode1
OGC: Unsupervised 3D Object Segmentation from Rigid Dynamics of Point CloudsCode1
4D Unsupervised Object DiscoveryCode1
Unsupervised RGB-to-Thermal Domain Adaptation via Multi-Domain Attention NetworkCode1
Self-supervised Video Representation Learning with Motion-Aware Masked AutoencodersCode1
Humans need not label more humans: Occlusion Copy & Paste for Occluded Human Instance SegmentationCode1
Instance Segmentation of Dense and Overlapping Objects via LayeringCode1
Effective Self-supervised Pre-training on Low-compute Networks without DistillationCode1
Data Augmentation-free Unsupervised Learning for 3D Point Cloud UnderstandingCode1
FocalUNETR: A Focal Transformer for Boundary-aware Segmentation of CT ImagesCode1
Weak-shot Semantic Segmentation via Dual Similarity TransferCode1
Promising or Elusive? Unsupervised Object Segmentation from Real-world Single 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