ResearchTasksEntity SegmentationFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedEntitySegMask2Former46.2APe5Jun 4, 2026EntitySeg high-res (test)CropFormer41APe5Jun 4, 2026EntitySeg subset (roughly 4% of the 10% data) (val)CropFormer0.856ARI4Feb 26, 2026COCOCropFormer66.4mIoU4Feb 26, 2026EntitySeg (test)EntitySeg+CRM38.9AP2Feb 26, 2026