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Language Understanding on MMLU (dev)

55.6AccuracyFLAN-UL2 20B
22.21630.88339.5548.217May 10, 2022

Evaluation results

MethodLinks
FLAN-UL2 20Bfew-shot=true, checkpoin t=best for both tasks2022.0555.6
FLAN-UL2 20Bfew-shot=true, checkpoin t=individual task best2022.0555.1
FLAN T5 XXLfew-shot=true2022.0554.5
OPT IML-Max 175Bfew-shot=true2022.0549.1
T0p p 11Bfew-shot=true2022.0546.7
OPT IML-Max 30Bfew-shot=true2022.0546.3
OPT 175Bfew-shot=true2022.0527.3
OPT 30Bfew-shot=true2022.0523.5