SOTAVerified

Semantic Segmentation

Papers

Showing 17261750 of 14763 papers

TitleStatusHype
Towards Reliable Evaluation and Fast Training of Robust Semantic Segmentation ModelsCode1
Ladder Fine-tuning approach for SAM integrating complementary networkCode1
DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequencesCode1
Inter-Instance Similarity Modeling for Contrastive LearningCode1
Primitive Generation and Semantic-related Alignment for Universal Zero-Shot SegmentationCode1
Hyperbolic Active Learning for Semantic Segmentation under Domain ShiftCode1
Balanced Energy Regularization Loss for Out-of-distribution DetectionCode1
PanoOcc: Unified Occupancy Representation for Camera-based 3D Panoptic SegmentationCode1
Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic SegmentationCode1
Learnable Weight Initialization for Volumetric Medical Image SegmentationCode1
Annotator Consensus Prediction for Medical Image Segmentation with Diffusion ModelsCode1
LoSh: Long-Short Text Joint Prediction Network for Referring Video Object SegmentationCode1
BPKD: Boundary Privileged Knowledge Distillation For Semantic SegmentationCode1
VISION Datasets: A Benchmark for Vision-based InduStrial InspectiONCode1
Compositor: Bottom-up Clustering and Compositing for Robust Part and Object SegmentationCode1
AerialFormer: Multi-resolution Transformer for Aerial Image SegmentationCode1
Revisiting Token Pruning for Object Detection and Instance SegmentationCode1
Volume-DROID: A Real-Time Implementation of Volumetric Mapping with DROID-SLAMCode1
PVPUFormer: Probabilistic Visual Prompt Unified Transformer for Interactive Image SegmentationCode1
Illumination Controllable Dehazing Network based on Unsupervised Retinex EmbeddingCode1
Topology-Aware Uncertainty for Image SegmentationCode1
Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate Road ExtractionCode1
Channel prior convolutional attention for medical image segmentationCode1
Devil is in Channels: Contrastive Single Domain Generalization for Medical Image SegmentationCode1
Improving Visual Prompt Tuning for Self-supervised Vision TransformersCode1
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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