Multi-view Classification research benchmarks

Benchmarks

Dataset NameSOTA methodMetricTrendResultsLast Updated

SCENE15

CMAM

73.01Accuracy

May 19, 2026

AwA (Animals with Attributes) original

SVM2K

80.11Chimpanzee vs Leopard Accuracy

Feb 26, 2026

HMDB in-domain (test)

MGP

72.3Accuracy

Feb 26, 2026

Scene15 in-domain (test)

DE (EF)

0.727Test Accuracy

Feb 26, 2026

Caltech101 in-domain (test)

MGP

93Accuracy

Feb 26, 2026

PIE in-domain (test)

MGP

92.06Accuracy (Test)

Feb 26, 2026

CUB in-domain (test)

DE (EF)

93.16Test Accuracy

Feb 26, 2026

Handwritten in-domain (test)

MC Dropout

99.25Test Accuracy

Feb 26, 2026

Scene15 (test)

MGP

65.74Average Test Accuracy

Feb 26, 2026

Handwritten (test)

MGP

97.66Accuracy

Feb 26, 2026

CIFAR10 Corrupted (test)

DE (LF)

75.4Test Accuracy

Feb 26, 2026

MSRC

R-FUML

99.83Accuracy

May 26, 2026

Mir Flickr

MahNMF-GS

41.69mAP

Jun 4, 2026

Fashion

R-FUML

92.89Accuracy

May 26, 2026

NUSOBJ

R-FUML

37.7Accuracy

May 26, 2026