ResearchTasksRoad surface classificationRoad surface classificationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedRoad surface classification datasetvtSyn64.06Accuracy4Feb 26, 2026ROAD Dataset (Subset #1)Proposed Multimodal Framework98.2Accuracy3Feb 26, 2026PVS Dataset (test)Proposed Multimodal Framework95.6Accuracy3Feb 26, 2026