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Papers Benchmarks Datasets Tasks

MAPLM dataset and benchmarks · SOTA2 Research

Research Datasets

MAPLM

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Map-based Language Modeling

MAPLM

77.8Accuracy

16

Multi-sensor Vision-Language Modeling

MAPLM

58.6FRM Score

15

Semantic Reasoning

MapLM v2

78.55Score

15

Map-aware Reasoning

MAPLM

77.8Score

14

Autonomous Driving Perception

MAPLM

74.52Precision

12

Vision-Language Driving Reasoning

MAPLM

72.24Performance

5

Popular tasks

Map-based Language Modeling Semantic Reasoning Autonomous Driving Perception Vision-Language Driving Reasoning Multi-sensor Vision-Language Modeling

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