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
MammAlps: A multi-view video behavior monitoring dataset of wild mammals in the Swiss AlpsCode1
Exploring Event-driven Dynamic Context for Accident Scene SegmentationCode1
Neighbor Relations Matter in Video Scene DetectionCode1
Fusion-Aware Point Convolution for Online Semantic 3D Scene SegmentationCode1
FTNet: Feature Transverse Network for Thermal Image Semantic SegmentationCode1
Test-time Adaptation with Slot-Centric ModelsCode1
Bird's-Eye-View Panoptic Segmentation Using Monocular Frontal View ImagesCode1
A Local-to-Global Approach to Multi-modal Movie Scene SegmentationCode1
Fourier Prompt Tuning for Modality-Incomplete Scene SegmentationCode1
BitQ: Tailoring Block Floating Point Precision for Improved DNN Efficiency on Resource-Constrained DevicesCode1
AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene SegmentationCode1
Context Prior for Scene SegmentationCode1
Boundary-aware Self-supervised Learning for Video Scene SegmentationCode1
DSPoint: Dual-scale Point Cloud Recognition with High-frequency FusionCode1
GNeSF: Generalizable Neural Semantic FieldsCode1
Cars Can't Fly up in the Sky: Improving Urban-Scene Segmentation via Height-driven Attention NetworksCode1
DenseHybrid: Hybrid Anomaly Detection for Dense Open-set RecognitionCode1
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
Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene SegmentationCode1
Collaborative Noisy Label Cleaner: Learning Scene-aware Trailers for Multi-modal Highlight Detection in MoviesCode1
2018 Robotic Scene Segmentation ChallengeCode1
FPConv: Learning Local Flattening for Point ConvolutionCode1
CondNet: Conditional Classifier for Scene SegmentationCode1
Mesh Convolution with Continuous Filters for 3D Surface ParsingCode1
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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