ResearchTasksO.O.D. ClassificationO.O.D. ClassificationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedMetaShift AnimalsDFR91.4OOD Accuracy13Jun 4, 2026MetaShift Cat vs. DogOpenCLIP ZS (full image)92.4Accuracy13Jun 4, 2026Spawrious M2MA^2_ZS94Accuracy13Jun 4, 2026Spawrious O2ODFR95.7Accuracy13Jun 4, 2026