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ResearchFormerly WizWand

Multi-domain Task-Incremental Learning

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

MTIL Order I 5-shot (test)

95.8Accuracy (Caltech101)

46

May 22, 2026

MTIL Order I (test)

79.1Average Accuracy

30

May 20, 2026

Aircraft, Caltech101, CIFAR100, DTD, EuroSAT, Flowers, Food, MNIST, OxfordPet, Cars, SUN397 (MTIL suite) 5-shot 1.0 (test)

95.8Caltech101 Accuracy

22

May 28, 2026

70.4Transfer Acc

17

Apr 21, 2026

MTIL Last 1.0 (test)

62Accuracy (Aircraft)

8

Mar 12, 2026

MTIL Average 1.0 (test)

62Accuracy (Aircraft)

8

Mar 12, 2026

MTIL benchmark Transfer 1.0 (test)

95.1Caltech101 Accuracy

8

Mar 12, 2026