ResearchTasksEvent-based camera denoisingFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedN-Caltech101 BA noise 6%, Hot pixel noise 6%GNN-Transformer96.3TPR12May 15, 2026N-Caltech101 BA noise 8%, Hot pixel noise 4%GNN-Transformer96.3TPR12May 15, 2026N-Caltech101 BA noise 10%, Hot pixel noise 2%Proposed w/ Power Method96.5TPR12May 15, 2026