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Papers Benchmarks Datasets Tasks

object recognition research benchmarks – Page 3 · SOTA2 Research

object recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

72.3Accuracy

11

Feb 26, 2026

PACS Art Painting

66.2Accuracy

11

Feb 26, 2026

ScanObjectNN OBJ_ONLY 20-shot

77.45Accuracy

10

Mar 26, 2026

ScanObjectNN OBJ_ONLY 10-shot

67.98Accuracy

10

Mar 26, 2026

ScanObjectNN OBJ_ONLY 5-shot

61.1Accuracy

10

Mar 26, 2026

ModelNet40 20-shot

86.83Accuracy (20-shot)

10

Mar 26, 2026

N-Caltech101 (EST)

86.6Accuracy (N-Caltech101 EST)

10

Mar 9, 2026

64.16MiniGPT-4 Score

10

Feb 26, 2026

33.99MiniGPT-4 Score

10

Feb 26, 2026

59.53MiniGPT-4

10

Feb 26, 2026

75.36MiniGPT-4 Score

10

Feb 26, 2026

82.58MiniGPT-4

10

Feb 26, 2026

ImageNette (test)

97.71MiniGPT-4 Score

10

Feb 26, 2026

CIFAR-10 (test)

98.33MiniGPT-4 Accuracy

10

Feb 26, 2026

VLCS DeCAF6 features (leave-one-domain-out)

70.62Accuracy (V Domain)

10

Feb 26, 2026

N-Caltech101 1.0 (test)

96.47Top-1 Accuracy

9

Mar 25, 2026

53.1Accuracy

9

Feb 26, 2026

67.9Accuracy

9

Feb 26, 2026

78.7Accuracy

9

Feb 26, 2026

N-CALTECH101 (test)

92.3Accuracy

9

Feb 26, 2026

CIFAR10-DVS (test)

86.7Accuracy

9

Feb 26, 2026

99.7Accuracy

9

Feb 26, 2026

26.04A.I.

9

Feb 26, 2026

3,424A.I.

9

Feb 26, 2026

DomainNet (test)

86Accuracy R->C

9

Feb 26, 2026

Page 3 of 5

Popular datasets

CIFAR Office + Caltech PACS ScanObjectNN COCO

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