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NaVQA

Benchmarks

Task NameDataset NameSOTA ResultTrend
Navigation Visual Question AnsweringNaVQA
Positional Accuracy29.17
6
Embodied Question AnsweringNaVQA
Response Latency (s)9.97
6
Descriptive Question AnsweringNaVQA
Descriptive Question Accuracy67.2
6
TextualNaVQA Long memory horizon
SR80
3
TextualNaVQA Medium memory horizon
SR84
3
TextualNaVQA Short memory horizon
SR82
3
TemporalNaVQA Long memory horizon
SR88
3
TemporalNaVQA Medium memory horizon
SR83
3
TemporalNaVQA Short memory horizon
SR100
3
SpatialNaVQA Long memory horizon
SR77
3
SpatialNaVQA Medium memory horizon
SR84
3
SpatialNaVQA Short memory horizon
SR89
3
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