ResearchTasksAction-controlled Video GenerationFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedWorldPlay Long-term ≥ 250 frames (test)WorldPlay (full)18.94PSNR9Feb 26, 2026WorldPlay Short-term 61 frames (test)WorldPlay (full)21.92PSNR9Feb 26, 2026Action Controlled Video Generation (user study)∞-RoPE3.86Text Alignment4Mar 20, 2026