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Data-to-Text Generation on ToTTo (test)

50.8BLEUT5-3B
45.0846.56548.0549.535Aug 10, 2023

Evaluation results

MethodLinks
T5-3BLinear=Uni (unified representation), Training Protocol=Multi-task2023.0850.860.4
T5-3BLinear=O (other linearizations), Training Protocol=Multi-task2023.0850.259.5
T5-baseLinear=Uni (unified representation), Training Protocol=Multi-task2023.0849.759.2
T5-3BLinear=O (other linearizations), Training Protocol=Single-task2023.0849.659
T5-3BLinear=Uni (unified representation), Training Protocol=Single-task2023.0849.458.9
T5-baseLinear=Uni (unified representation), Training Protocol=Single-task2023.0849.358.9
T5-baseLinear=O (other linearizations), Training Protocol=Single-task2023.0849.258.9
UnifiedSKG (3B)Linear=O (other linearizations), Training Protocol=Single-task2023.0849—
LATTICELinear=Tab (table-specific encoder), Training Protocol=Single-task2023.0848.6—
T5-baseLinear=O (other linearizations), Training Protocol=Multi-task2023.0848.558.7
UnifiedSKG (base)Linear=O (other linearizations), Training Protocol=Single-task2023.0848.3—
UnifiedSKG (base)Linear=O (other linearizations), Training Protocol=Multi-task2023.0845.3—