ResearchDatasetsMAPLMMAPLMFollowBenchmarksTaskDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyTaskDatasetSOTA resultTrendResultsMap-based Language ModelingMAPLM77.8Accuracy16Multi-sensor Vision-Language ModelingMAPLM58.6FRM Score15Semantic ReasoningMapLM v278.55Score15Map-aware ReasoningMAPLM77.8Score14Autonomous Driving PerceptionMAPLM74.52Precision12Vision-Language Driving ReasoningMAPLM72.24Performance5