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Papers Benchmarks Datasets Tasks

Pointing research benchmarks · SOTA2 Research

Pointing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

RoboSpatial-Poi

62.3Accuracy

12

May 5, 2026

90.4Recall

11

Mar 31, 2026

56.63Accuracy

8

Apr 7, 2026

66Accuracy

8

Apr 7, 2026

85.58Accuracy

8

Apr 7, 2026

Pointing IA Bench, Where2Place, Ref Spatial, RoboSpatial Context, RoboRefIt, VA Bench-P

71Where2Place Score

7

Jun 12, 2026

75.8Precision

5

Feb 26, 2026

InternVL3.5-20B-A4B

91.9Score

4

Feb 26, 2026

Perceptron Grounding

59.2Score

3

Feb 26, 2026

Aerial Grounding

82.2Score

3

Feb 26, 2026

58.56Accuracy (@3px)

2

Apr 6, 2026

Popular datasets

PixMo RefCOCO Pointing RoboRefIt Robospatial

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