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SOC

Salient Objects in Clutter

ImagesIntroduced 2018-03-16

SOC (Salient Objects in Clutter) is a dataset for Salient Object Detection (SOD). It includes images with salient and non-salient objects from daily object categories. Beyond object category annotations, each salient image is accompanied by attributes that reflect common challenges in real-world scenes.

Benchmarks

16k/Average MAE 16k/S-Measure 16k/mean E-Measure 2D Classification/Average MAE 2D Classification/S-Measure 2D Classification/mean E-Measure 2D Object Detection/Average MAE 2D Object Detection/S-Measure 2D Object Detection/mean E-Measure 3D/Average MAE 3D/S-Measure 3D/mean E-Measure Object Detection/Average MAE Object Detection/S-Measure Object Detection/mean E-Measure RGB Salient Object Detection/Average MAE RGB Salient Object Detection/S-Measure RGB Salient Object Detection/mean E-Measure

Related Benchmarks

Soccer/Object Tracking/Accuracy (% )Soccer/Object Tracking/Average Precision (%)Soccer/Object Tracking/F1 (%)SoccerNet/Video/Average-mAP SoccerNet-v2/2D Semantic Segmentation/mIoU SoccerNet-v2/Object Tracking/HOTA SoccerNet-v2/Person Re-Identification/Rank-1 SoccerNet-v2/Person Re-Identification/mAP SoccerNet-v2/Scene Parsing/mIoU SoccerNet-v2/Scene Understanding/mIoU SoccerNet-v2/Video/Average-AP SoccerNet-v2/Video/Average-mAP SoccerNet-v2/Video/HOTA SoccerNet-v2/Video/Tight Average-mAP SoccerNet-v2/Video Retrieval/Average-AP SoccerNet-v2/Video Segmentation/mAP SoccerNet-v2/Video Semantic Segmentation/mIoU Social Evolution/Link Prediction/AP Social media/Fake News Detection/Accuracy Social media/Part-Of-Speech Tagging/Accuracy Social media attributions of YouTube comments/Classification/Accuracy (2 classes)Social media attributions of YouTube comments/Classification/F1 Macro Social media attributions of YouTube comments/Text Classification/Accuracy (2 classes)Social media attributions of YouTube comments/Text Classification/F1 Macro

Statistics

Papers: 31
Benchmarks: 18

Links

Tasks

16k 2D Classification 2D Object Detection 3D Object Detection RGB Salient Object Detection Salient Object Detection