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Visual Question Localization and Answering research benchmarks · SOTA2 Research

Visual Question Localization and Answering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

EndoVis at t=1 18

62.65Accuracy

11

Feb 26, 2026

Overlapping classes t=1

64.6Accuracy

11

Feb 26, 2026

N/O classes Old (t=1)

6.11Acc

11

Feb 26, 2026

64.73Accuracy

10

Feb 26, 2026

EndoVis at t=1 17

81.59Accuracy

10

Feb 26, 2026

New N/O classes (t=1)

0.87Accuracy

10

Feb 26, 2026

42.46Accuracy

10

Feb 26, 2026

51.06Accuracy

10

Feb 26, 2026

EndoVis17 (t=2)

46.77Acc

10

Feb 26, 2026

EndoVis 18 (t=2)

39.13Accuracy

10

Feb 26, 2026

55.56Accuracy

10

Feb 26, 2026

Overlapping t=2

42.75Acc

10

Feb 26, 2026

28.2Accuracy

10

Feb 26, 2026

Popular datasets

EndoVis Average M2CAI Old N/O Overlapping

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