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Navigation Visual Question Answering research benchmarks · SOTA2 Research

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Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

NaVQA Short (S) horizon

76.2Descriptive Accuracy

23

Jun 25, 2026

NaVQA Medium (M) horizon

73.7Descriptive Accuracy

7

Jun 25, 2026

Graph Memory + ReMEmbR

29.17Positional Accuracy

6

Apr 21, 2026

NaVQA Long (L) horizon

80Descriptive Accuracy

2

Jun 25, 2026

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