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Benchmarks
Multilingual Understanding on M-MMLU
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1.235
Normalized Performance
Task Arithmetic
0.79612
0.91006
1.024
1.13794
Jun 15, 2026
Normalized Performance
Updated 1mo ago
Evaluation Results
Method
Method
Links
Normalized Performance
Task Arithmetic
Category=Conventional...
2026.06
1.235
TA + Subspace Boosting
Category=State-of-the-...
2026.06
1.229
Iso-C
Category=State-of-the-...
2026.06
1.018
Iso-CTS
Category=State-of-the-...
2026.06
1.012
FedMerge
Category=Iterative / F...
2026.06
1.012
TSV-M
Category=State-of-the-...
2026.06
0.964
TULU 3
Category=Data-Mixing,...
2026.06
0.934
q-FedAvg
Category=Iterative / F...
2026.06
0.916
METIS
Category=Ours, Backbon...
2026.06
0.91
DARE
Category=Conventional...
2026.06
0.904
ColD Fusion
Category=Iterative / F...
2026.06
0.837
ConsensusTA
Category=Conventional...
2026.06
0.825
TIES
Category=Conventional...
2026.06
0.813
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