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Papers Benchmarks Datasets Tasks

object recognition research benchmarks – Page 5 · SOTA2 Research

object recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CIFAR10-DVS Integer-grid

82.9Accuracy

3

Feb 26, 2026

92.14Existence Accuracy

3

Feb 26, 2026

0.874Recall

3

Feb 26, 2026

93Recall

3

Feb 26, 2026

86.8Recall

3

Feb 26, 2026

DollarStreet (test)

59.7Accuracy (low income)

3

Feb 26, 2026

YTVIS 2022 (test)

91Top-1 Accuracy

2

Apr 28, 2026

YTVIS-HQ (test)

90.4Top-1 Accuracy

2

Apr 28, 2026

89.3Top-1 Acc

2

Apr 28, 2026

90.7Class Top-1 Accuracy

2

Apr 20, 2026

22.3Accuracy

2

Feb 26, 2026

Page 5 of 5

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CIFAR Office + Caltech PACS ScanObjectNN COCO

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