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ResearchFormerly WizWand

Free-form Text Generation on CoQA

94.61AccuracyUA-CLM
59.40668.545577.68586.8245Dec 3, 2024Mar 3, 2025Jun 2, 2025Aug 31, 2025Nov 30, 2025Feb 28, 2026May 30, 2026
Updated 5mo ago

Evaluation results

MethodLinks
UA-CLMBackbone=Llama-2-13B2024.1294.610.91180.0084
CLMBackbone=Llama-2-13B2024.1294.060.91060.0323
UA-CLMBackbone=Llama-2-7B2024.1292.640.88820.0094
CLMBackbone=Llama-2-7B2024.1292.530.88860.0343
ULTBackbone=Llama-2-13B2024.1292.50.87710.0595
ULTBackbone=Llama-2-7B2024.1289.50.84090.0588
CTBackbone=Llama-2-13B2024.1287.250.80220.0992
Pre-trainedBackbone=Llama-2-13B2024.1285.50.78320.0559
Pre-trainedBackbone=Llama-2-7B2024.1283.50.74490.0561
CTBackbone=Llama-2-7B2024.1281.250.74370.041
DeLaskModel=LLaMA3-8B, Decoding=DeLask2026.0568.05——
ITIModel=LLaMA3-8B, Decoding=ITI2026.0567.71——
RegularModel=LLaMA3-8B, Decoding=Regular2026.0567.4——
UADModel=LLaMA3-8B, Decoding=UAD2026.0564.67——
DeLaskModel=LLaMA2-7B, Decoding=DeLask2026.0563.76——
ADModel=LLaMA3-8B, Decoding=AD2026.0563.4——
DOLAModel=LLaMA3-8B, Decoding=DOLA2026.0562.91——
RegularModel=LLaMA2-7B, Decoding=Regular2026.0562.55——
ITIModel=LLaMA2-7B, Decoding=ITI2026.0562.48——
ADModel=LLaMA2-7B, Decoding=AD2026.0562.38——
UADModel=LLaMA2-7B, Decoding=UAD2026.0561.65——
DOLAModel=LLaMA2-7B, Decoding=DOLA2026.0560.76——