SOTAVerified

Semantic Segmentation

Papers

Showing 12261250 of 14763 papers

TitleStatusHype
ViCaS: A Dataset for Combining Holistic and Pixel-level Video Understanding using Captions with Grounded Segmentation0
On the effectiveness of Rotation-Equivariance in U-Net: A Benchmark for Image Segmentation0
STEAM: Squeeze and Transform Enhanced Attention Module0
Towards Open-Vocabulary Video Semantic SegmentationCode1
FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image SegmentationCode2
Embeddings are all you need! Achieving High Performance Medical Image Classification through Training-Free Embedding Analysis0
VLMs meet UDA: Boosting Transferability of Open Vocabulary Segmentation with Unsupervised Domain Adaptation0
MaskTerial: A Foundation Model for Automated 2D Material Flake DetectionCode2
Automatic Image Annotation for Mapped Features Detection0
A feature refinement module for light-weight semantic segmentation network0
SegFace: Face Segmentation of Long-Tail ClassesCode2
Unified HT-CNNs Architecture: Transfer Learning for Segmenting Diverse Brain Tumors in MRI from Gliomas to Pediatric Tumors0
ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature EnhancementCode2
Utilizing Multi-step Loss for Single Image Reflection RemovalCode0
Post-Hoc MOTS: Exploring the Capabilities of Time-Symmetric Multi-Object Tracking0
Structured IB: Improving Information Bottleneck with Structured Feature Learning0
Intelligent Control of Robotic X-ray Devices using a Language-promptable Digital Twin0
Benchmarking Large Vision-Language Models via Directed Scene Graph for Comprehensive Image CaptioningCode1
EOV-Seg: Efficient Open-Vocabulary Panoptic SegmentationCode1
Static-Dynamic Class-level Perception Consistency in Video Semantic Segmentation0
Hierarchical Context Alignment with Disentangled Geometric and Temporal Modeling for Semantic Occupancy Prediction0
A Deep Semantic Segmentation Network with Semantic and Contextual Refinements0
Annotation-Efficient Task Guidance for Medical Segment AnythingCode0
Lightweight Method for Interactive 3D Medical Image Segmentation with Multi-Round Result FusionCode0
Stable Mean Teacher for Semi-supervised Video Action DetectionCode0
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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