Multi-label Cluster Discrimination for Visual Representation Learning

Benchmark Model Rank Results
referring-expression-segmentation-on-refcocoMLCD-Seg-7B#4Overall IoU: 83.6
referring-expression-segmentation-on-refcoco-3MLCD-Seg-7B#1Overall IoU: 79.4
referring-expression-segmentation-on-refcoco-4MLCD-Seg-7B#2Overall IoU: 82.9
referring-expression-segmentation-on-refcoco-5MLCD-Seg-7B#1Overall IoU: 75.6
referring-expression-segmentation-on-refcoco-8MLCD-Seg-7B#3Overall IoU: 85.3
referring-expression-segmentation-on-refcoco-9MLCD-Seg-7B#3Overall IoU: 81.5
referring-expression-segmentation-on-refcocogMLCD-Seg-7B#1Overall IoU: 79.9
referring-expression-segmentation-on-refcocog-1MLCD-Seg-7B#2Overall IoU: 80.5
visual-question-answering-on-docvqa-testMLCD-Embodied-7B#2ANLS: 0.916