ResearchTasksText-based Image EditingText-based Image EditingFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedPIE-Bench++RF-Edit26.88CLIP-T7Feb 26, 2026Complex-PIE-BenchRF-Edit28.79CLIP-T7Feb 26, 2026Collected dataset (test)StyleDiffusion0.026Structure-dist5Feb 26, 2026InstructPix2Pix random subset of 200 pairsDDS0.24LPIPS3Feb 26, 2026General Text-based Image Editing Literature Comparison——Primary metric0Feb 26, 2026