SOTAVerified

Scene Segmentation

Scene segmentation is the task of splitting a scene into its various object components.

Image adapted from Temporally coherent 4D reconstruction of complex dynamic scenes.

Papers

Showing 5175 of 283 papers

TitleStatusHype
Context Prior for Scene SegmentationCode1
A Shared Representation for Photorealistic Driving SimulatorsCode1
FPConv: Learning Local Flattening for Point ConvolutionCode1
Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You NeedCode1
DenseHybrid: Hybrid Anomaly Detection for Dense Open-set RecognitionCode1
Scene Consistency Representation Learning for Video Scene SegmentationCode1
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image SegmentationCode1
Self-positioning Point-based Transformer for Point Cloud UnderstandingCode1
SMPISD-MTPNet: Scene Semantic Prior-Assisted Infrared Ship Detection Using Multi-Task Perception NetworksCode1
SNE-RoadSeg: Incorporating Surface Normal Information into Semantic Segmentation for Accurate Freespace DetectionCode1
2018 Robotic Scene Segmentation ChallengeCode1
SurgicalGPT: End-to-End Language-Vision GPT for Visual Question Answering in SurgeryCode1
FTNet: Feature Transverse Network for Thermal Image Semantic SegmentationCode1
GTA-HDR: A Large-Scale Synthetic Dataset for HDR Image ReconstructionCode1
Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene SegmentationCode1
Learning and Reasoning with the Graph Structure Representation in Robotic SurgeryCode1
A Local-to-Global Approach to Multi-modal Movie Scene SegmentationCode1
Fusion-Aware Point Convolution for Online Semantic 3D Scene SegmentationCode1
Bird's-Eye-View Panoptic Segmentation Using Monocular Frontal View ImagesCode1
Double Domain Guided Real-Time Low-Light Image Enhancement for Ultra-High-Definition Transportation SurveillanceCode1
BitQ: Tailoring Block Floating Point Precision for Improved DNN Efficiency on Resource-Constrained DevicesCode1
DSPoint: Dual-scale Point Cloud Recognition with High-frequency FusionCode1
AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene SegmentationCode1
DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D MeshesCode1
Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward MaximizationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ICMMean IoU50.6Unverified
2Index NetworkMean IoU33.48Unverified
3DeepLab-LargeFOVMean IoU32.08Unverified
4SegNetMean IoU31.84Unverified
5FCNMean IoU27.39Unverified
#ModelMetricClaimedVerifiedStatus
13DMVAverage Accuracy75Unverified
2KPConv3DIoU68.6Unverified
3PointNet++Average Accuracy60.2Unverified
#ModelMetricClaimedVerifiedStatus
1Mask2AnomalyOpen-mIoU59.8Unverified
2LDN121-RPLOpen-mIoU56.3Unverified
3LDN121-DenseHybridOpen-mIoU45.8Unverified
#ModelMetricClaimedVerifiedStatus
1NeighborNetAP71.9Unverified
2TranS4merAP60.78Unverified
#ModelMetricClaimedVerifiedStatus
1UNetFormerCategory mIoU67.8Unverified