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ResearchFormerly WizWand

Reasoning on ARC Challenge (pass@1)

81Pass@1 ScoreDSR
41.06451.43261.872.168Oct 16, 2025Nov 21, 2025Dec 28, 2025Feb 3, 2026Mar 12, 2026Apr 18, 2026May 25, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DSRMidtraining Schedule=DSR2026.0581
WSDMidtraining Schedule=WSD2026.0580.5
Cosine-decayMidtraining Schedule=Cos2026.0578.5
Unified 15B MoEMidtraining Corpus=1k→8k2026.0577.5
Unified 15B MoEMidtraining Corpus=4k→8k2026.0576
Unified 15B MoEMidtraining Corpus=4k2026.0574.5
Unified 15B MoEPretraining Corpus=4k→8k2026.0569.5
Unified 15B MoEPretraining Corpus=4k2026.0567.5
Unified 15B MoEPretraining Corpus=1k→8k2026.0567
FSP-RevLMScale=8B2025.1055.9
MTPScale=8B2025.1055.2
NTPScale=8B2025.1053.1
DS-MTPScale=8B2025.1042.6