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ResearchFormerly WizWand

Natural Language Processing on 7 NLP Tasks (test)

88.9Average AccuracyFine-tuned
49.3859.6469.980.16May 24, 2025Jul 15, 2025Sep 5, 2025Oct 27, 2025Dec 18, 2025Feb 8, 2026Apr 1, 2026
Updated 7mo ago

Evaluation results

MethodLinks
Fine-tunedBackbone=T5-Large2025.0588.9
MultitaskBackbone=T5-Large2025.0588.1
MultitaskBackbone=T5-Base2025.0583.6
Fine-tunedBackbone=T5-Base2025.0583.1
ExpertsModel=T5-L, Data-free=-2026.0482.4
NPSBackbone=T5-Large2025.0582.1
REGMEANModel=T5-L, Data-free=false2026.0480.8
Consensus TIESBackbone=T5-Large2025.0580.5
Ties-MergingBackbone=T5-Large2025.0580.3
Task ArithmeticBackbone=T5-Large2025.0580.2
Consensus TABackbone=T5-Large2025.0580.2
RegMeanBackbone=T5-Large2025.0579.8
ACTMATModel=T5-L, Data-free=true2026.0479.8
ExpertsModel=T5-B, Data-free=-2026.0476
ACTMATModel=T5-B, Data-free=true2026.0476
NPSBackbone=T5-Base2025.0575.7
TSVModel=T5-L, Data-free=true2026.0474.7
REGMEANModel=T5-B, Data-free=false2026.0474.5
Ties-MergingBackbone=T5-Base2025.0573.6
Consensus TIESBackbone=T5-Base2025.0573.4
Consensus TABackbone=T5-Base2025.0573.1
Task ArithmeticBackbone=T5-Base2025.0573
TSVModel=T5-B, Data-free=true2026.0472.9
RegMeanBackbone=T5-Base2025.0572.7
TAModel=T5-B, Data-free=false2026.0471.4
TAModel=T5-L, Data-free=false2026.0469.7
Fisher MergingBackbone=T5-Large2025.0568.7
Fisher MergingBackbone=T5-Base2025.0568.3
ISO-CModel=T5-B, Data-free=true2026.0466.1
AveragingBackbone=T5-Base2025.0565.3
AVERAGEModel=T5-B, Data-free=true2026.0464.8
TAModel=T5-B, Data-free=true2026.0460.5
TAModel=T5-L, Data-free=true2026.0459.8
ISO-CModel=T5-L, Data-free=true2026.0457.6
AveragingBackbone=T5-Large2025.0554.7
ZeroshotModel=T5-B, Data-free=-2026.0454
ZeroshotModel=T5-L, Data-free=-2026.0451.3
AVERAGEModel=T5-L, Data-free=true2026.0450.9