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Papers Benchmarks Datasets Tasks

Natural Language Queries research benchmarks · SOTA2 Research

Natural Language Queries

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Ego4D NLQ (val)

21.97Recall@1 (IoU=0.3)

23

Feb 26, 2026

Ego4D NLQ (test)

26.67R@1 (IoU=0.3)

21

Feb 26, 2026

Ego4D NLQ v2 (val)

31.63R@1 (IoU=0.3)

9

Jun 4, 2026

Ego4D NLQ v1 (test)

22.13R@1 (IoU=0.3)

8

Feb 26, 2026

Ego4D-NLQ v2 (test)

27.6Recall@1 (IoU=0.3)

7

Feb 26, 2026

Ego4D NLQ (challenge)

23.28R@0.3

5

Feb 26, 2026

Popular datasets

Ego4D Ego4D-NLQ

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