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 125 of 283 papers

TitleStatusHype
No Time to Train: Empowering Non-Parametric Networks for Few-shot 3D Scene SegmentationCode4
BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View RepresentationCode4
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene ImageryCode2
Rethinking End-to-End 2D to 3D Scene Segmentation in Gaussian SplattingCode2
Improving Nighttime Driving-Scene Segmentation via Dual Image-adaptive Learnable FiltersCode2
BEVCar: Camera-Radar Fusion for BEV Map and Object SegmentationCode2
Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene SegmentationCode2
Simplifying Object Segmentation with PixelLib LibraryCode2
Exploring Event-driven Dynamic Context for Accident Scene SegmentationCode1
DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D MeshesCode1
Efficient Movie Scene Detection using State-Space TransformersCode1
Exploring Intra- and Inter-Video Relation for Surgical Semantic Scene SegmentationCode1
CD-COCO: A Versatile Complex Distorted COCO Database for Scene-Context-Aware Computer VisionCode1
Cars Can't Fly up in the Sky: Improving Urban-Scene Segmentation via Height-driven Attention NetworksCode1
Context Prior for Scene SegmentationCode1
Collaborative Noisy Label Cleaner: Learning Scene-aware Trailers for Multi-modal Highlight Detection in MoviesCode1
DenseHybrid: Hybrid Anomaly Detection for Dense Open-set RecognitionCode1
A Shared Representation for Photorealistic Driving SimulatorsCode1
AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene SegmentationCode1
Bird's-Eye-View Panoptic Segmentation Using Monocular Frontal View ImagesCode1
APNet: Urban-level Scene Segmentation of Aerial Images and Point CloudsCode1
CondNet: Conditional Classifier for Scene SegmentationCode1
Boundary-aware Self-supervised Learning for Video Scene SegmentationCode1
DSPoint: Dual-scale Point Cloud Recognition with High-frequency FusionCode1
A Local-to-Global Approach to Multi-modal Movie Scene SegmentationCode1
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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