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Question Answering and Reasoning on Downstream Average 0-shot

60.5Average AccuracyAIRAhybrid-D
59.14859.49959.8560.201May 15, 2026

Evaluation results

MethodLinks
AIRAhybrid-DShot=0-shot, Architecture Variant=Stretched2026.0560.562.2
Nemotron-2 Approx.Shot=0-shot2026.0560.361.5
AIRAhybrid-AShot=0-shot, Architecture Variant=Stretched2026.0560.362.1
AIRAhybrid-BShot=0-shot, Architecture Variant=Stretched2026.0560.261.9
AIRAhybrid-DShot=0-shot, Architecture Variant=Stacked2026.0560.261.6
AIRAhybrid-BShot=0-shot, Architecture Variant=Stacked2026.0560.161.8
Composer (2Mb-M-3A)Shot=0-shot2026.0559.961.6
AIRAhybrid-CShot=0-shot, Architecture Variant=Stretched2026.0559.961.2
AIRAhybrid-EShot=0-shot, Architecture Variant=Stretched2026.0559.861.7
Mamba (Mb + M)Shot=0-shot2026.0559.660.9
Nemotron-H Approx.Shot=0-shot2026.0559.260.1
AIRAhybrid-EShot=0-shot, Architecture Variant=Stacked2026.0559.261