A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection

Benchmark Model Rank Results
co-salient-object-detection-on-cocaUFO#4max E-measure: 0.782S-measure: 0.697max F-measure: 0.571MAE: 0.095
co-salient-object-detection-on-cosal2015UFO#4max E-measure: 0.906S-measure: 0.860max F-measure: 0.865MAE: 0.064
co-salient-object-detection-on-cosod3kUFO#3max E-measure: 0.874S-measure: 0.819max F-measure: 0.797MAE: 0.073
video-salient-object-detection-on-davis-2016UFO#1S-Measure: 0.918MAX F-MEASURE: 0.906AVERAGE MAE: 0.015
video-salient-object-detection-on-fbms-59UFO#1S-Measure: 0.894MAX F-MEASURE: 0.890AVERAGE MAE: 0.028
video-salient-object-detection-on-segtrack-v2UFO#1S-Measure: 0.892MAX F-MEASURE: 0.863AVERAGE MAE: 0.022
video-salient-object-detection-on-visalUFO#1S-Measure: 0.953max E-measure: 0.987Average MAE: 0.011