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LingoQA dataset and benchmarks · SOTA2 Research

Research Datasets

LingoQA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Autonomous Driving Multimodal Reasoning

LingoQA

76.8Score

16

Visual Question Answering

LingoQA

69.9Accuracy

16

Semantic Reasoning

LingoQA

68.6Score

15

Driving Question Answering

LingoQA

76.8Score

14

Autonomous Driving Perception and Planning

LingoQA

69.9PER. & PLA.

12

Open-ended Question Answering

LingoQA

32ROUGE-L

8

Video Question Answering

LingoQA (test)

60.8Ling-Judge

8

Autonomous Driving Question Answering

LingoQA (val)

61Lingo-J

6

Driving Video Question Answering

LingoQA

70.8LingoJudge

5

Driving Video Question Answering

LingoQA 25% Token Retention

70.8LingoJudge Score

5

Visual Question Answering

LingoQA

67.2Lingo-Judge

4

Popular tasks

Visual Question Answering Driving Video Question Answering Video Question Answering Open-ended Question Answering Autonomous Driving Question Answering

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