ResearchTasksFailure Reasoning and CorrectionFailure Reasoning and CorrectionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedReal-World Benchmark (test)Dream2Fix-VLM62.1ROUGE-L7Mar 17, 2026Dream2Fix (test)Dream2Fix-VLM91.3ROUGE-L7Mar 17, 2026