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 2650 of 283 papers

TitleStatusHype
Learning Physical Graph Representations from Visual ScenesCode1
MA-SAM: Modality-agnostic SAM Adaptation for 3D Medical Image SegmentationCode1
Multi-Domain Incremental Learning for Semantic SegmentationCode1
DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D MeshesCode1
Context Prior for Scene SegmentationCode1
Efficient Movie Scene Detection using State-Space TransformersCode1
Bird's-Eye-View Panoptic Segmentation Using Monocular Frontal View ImagesCode1
A Local-to-Global Approach to Multi-modal Movie Scene SegmentationCode1
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
AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene SegmentationCode1
Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene SegmentationCode1
Boundary-aware Self-supervised Learning for Video Scene SegmentationCode1
Exploring Intra- and Inter-Video Relation for Surgical Semantic Scene SegmentationCode1
FIFO: Learning Fog-invariant Features for Foggy Scene SegmentationCode1
Cars Can't Fly up in the Sky: Improving Urban-Scene Segmentation via Height-driven Attention NetworksCode1
FPConv: Learning Local Flattening for Point ConvolutionCode1
CD-COCO: A Versatile Complex Distorted COCO Database for Scene-Context-Aware Computer VisionCode1
APNet: Urban-level Scene Segmentation of Aerial Images and Point CloudsCode1
Mesh Convolution with Continuous Filters for 3D Surface ParsingCode1
Collaborative Noisy Label Cleaner: Learning Scene-aware Trailers for Multi-modal Highlight Detection in MoviesCode1
2018 Robotic Scene Segmentation ChallengeCode1
DSPoint: Dual-scale Point Cloud Recognition with High-frequency FusionCode1
CondNet: Conditional Classifier for Scene SegmentationCode1
Exploring Event-driven Dynamic Context for Accident 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