Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

FBMS

Freiburg-Berkeley Motion Segmentation

ImagesVideosCustom (research-only, non-commercial)Introduced 2014-01-01

The Freiburg-Berkeley Motion Segmentation Dataset (FBMS-59) is an extension of the BMS dataset with 33 additional video sequences. A total of 720 frames is annotated. It has pixel-accurate segmentation annotations of moving objects. FBMS-59 comes with a split into a training set and a test set.

Source: https://lmb.informatik.uni-freiburg.de/resources/datasets/ Image Source: https://lmb.informatik.uni-freiburg.de/resources/datasets/

Benchmarks

Video/F-Score Video/Jaccard (Mean)Video Object Segmentation/F-Score Video Object Segmentation/Jaccard (Mean)

Related Benchmarks

FBMS test/Video/J FBMS test/Video Object Segmentation/J FBMS-59/16k/AVERAGE MAE FBMS-59/16k/MAX E-MEASURE FBMS-59/16k/MAX F-MEASURE FBMS-59/16k/S-Measure FBMS-59/2D Classification/AVERAGE MAE FBMS-59/2D Classification/MAX E-MEASURE FBMS-59/2D Classification/MAX F-MEASURE FBMS-59/2D Classification/S-Measure FBMS-59/2D Object Detection/AVERAGE MAE FBMS-59/2D Object Detection/MAX E-MEASURE FBMS-59/2D Object Detection/MAX F-MEASURE FBMS-59/2D Object Detection/S-Measure FBMS-59/3D/AVERAGE MAE FBMS-59/3D/MAX E-MEASURE FBMS-59/3D/MAX F-MEASURE FBMS-59/3D/S-Measure FBMS-59/Instance Segmentation/mIoU FBMS-59/Object Detection/AVERAGE MAE FBMS-59/Object Detection/MAX E-MEASURE FBMS-59/Object Detection/MAX F-MEASURE FBMS-59/Object Detection/S-Measure FBMS-59/RGB Salient Object Detection/AVERAGE MAE FBMS-59/RGB Salient Object Detection/MAX E-MEASURE FBMS-59/RGB Salient Object Detection/MAX F-MEASURE FBMS-59/RGB Salient Object Detection/S-Measure FBMS-59/Unsupervised Object Segmentation/mIoU FBMS-59/Video/AVERAGE MAE FBMS-59/Video/MAX E-MEASURE FBMS-59/Video/MAX F-MEASURE FBMS-59/Video/S-Measure FBMS-59/Video/mIoU FBMS-59/Video Object Segmentation/AVERAGE MAE FBMS-59/Video Object Segmentation/MAX E-MEASURE FBMS-59/Video Object Segmentation/MAX F-MEASURE FBMS-59/Video Object Segmentation/S-Measure FBMS-59/Video Object Segmentation/mIoU

Statistics

Papers: 126
Benchmarks: 4

Links

Tasks

Unsupervised Object Segmentation Unsupervised Video Object Segmentation Video Video Object Segmentation Video Salient Object Detection