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ResearchFormerly WizWand

Summarization on CNN/DM (ROUGE-1 F1)

35.8ROUGE-1 F1DSL-LLaDA-SDE
7.214.62522.0529.475May 31, 2026Jun 1, 2026Jun 3, 2026Jun 5, 2026Jun 6, 2026Jun 8, 2026Jun 10, 2026
Updated 4mo ago

Evaluation results

MethodLinks
DSL-LLaDA-SDENFE=64, Zero-shot=true2026.0535.8
DSL-LLaDA-SDENFE=32, Zero-shot=true2026.0535.1
DSL-LLaDA-SDENFE=16, Zero-shot=true2026.0533
EBAModel=Llama 8B, n=2562026.0630.02
EBAModel=Llama 8B, n=1282026.0629.96
SCeModel=Llama 8B, n=642026.0629.9
EBAModel=Llama 8B, n=642026.0629.89
EBAModel=Llama 8B, n=322026.0629.81
SCeModel=Llama 8B, n=162026.0629.8
SCeModel=Llama 8B, n=322026.0629.8
SCeModel=Llama 8B, n=1282026.0629.8
SCeModel=Llama 8B, n=2562026.0629.8
EBAModel=Llama 8B, n=162026.0629.74
SCeModel=Llama 8B, n=82026.0629.6
EBAModel=Llama 8B, n=82026.0629.58
SCeModel=Llama 8B, n=42026.0629.5
EBAModel=Llama 8B, n=42026.0629.47
EBAModel=Llama 8B, n=12026.0629.21
SCeModel=Llama 8B, n=12026.0629.2
USCModel=Llama 8B, n=12026.0629.2
RandomModel=Llama 8B, n=12026.0629.2
RandomModel=Llama 8B, n=42026.0629.2
RandomModel=Llama 8B, n=82026.0629.2
RandomModel=Llama 8B, n=162026.0629.2
RandomModel=Llama 8B, n=322026.0629.2
RandomModel=Llama 8B, n=642026.0629.2
RandomModel=Llama 8B, n=1282026.0629.2
RandomModel=Llama 8B, n=2562026.0629.2
USCModel=Llama 8B, n=42026.0628.8
USCModel=Llama 8B, n=2562026.0628.6
LLaDA*NFE=64, Zero-shot=true2026.0528.4
USCModel=Llama 8B, n=82026.0628.4
USCModel=Llama 8B, n=1282026.0628.3
LLaDANFE=16, Zero-shot=true2026.0528.2
USCModel=Llama 8B, n=162026.0628.2
USCModel=Llama 8B, n=322026.0628.2
USCModel=Llama 8B, n=642026.0628.2
EBAModel=Qwen 8B, n=2562026.0628.19
EBAModel=Qwen 8B, n=1282026.0628.12
EBAModel=Qwen 8B, n=642026.0628.11
DSL-LLaDA-SDENFE=8, Zero-shot=true2026.0528.1
EBAModel=Qwen 8B, n=322026.0628.07
EBAModel=Qwen 8B, n=162026.0628.03
EBAModel=Qwen 8B, n=82026.0627.94
EBAModel=Qwen 8B, n=42026.0627.87
SCeModel=Qwen 8B, n=12026.0627.8
SCeModel=Qwen 8B, n=42026.0627.8
SCeModel=Qwen 8B, n=82026.0627.8
SCeModel=Qwen 8B, n=162026.0627.8
SCeModel=Qwen 8B, n=322026.0627.8
USCModel=Qwen 8B, n=12026.0627.8
RandomModel=Qwen 8B, n=12026.0627.8
RandomModel=Qwen 8B, n=42026.0627.8
RandomModel=Qwen 8B, n=82026.0627.8
RandomModel=Qwen 8B, n=162026.0627.8
RandomModel=Qwen 8B, n=322026.0627.8
RandomModel=Qwen 8B, n=642026.0627.8
RandomModel=Qwen 8B, n=1282026.0627.8
RandomModel=Qwen 8B, n=2562026.0627.8
EBAModel=Qwen 8B, n=12026.0627.79
SCeModel=Qwen 8B, n=642026.0627.7
SCeModel=Qwen 8B, n=1282026.0627.7
SCeModel=Qwen 8B, n=2562026.0627.7
USCModel=Qwen 8B, n=642026.0627.7
USCModel=Qwen 8B, n=2562026.0627.7
USCModel=Qwen 8B, n=42026.0627.6
USCModel=Qwen 8B, n=162026.0627.6
USCModel=Qwen 8B, n=322026.0627.6
USCModel=Qwen 8B, n=1282026.0627.6
USCModel=Qwen 8B, n=82026.0627.5
LLaDA ReMDMNFE=16, Zero-shot=true2026.0527.1
LLaDANFE=32, Zero-shot=true2026.0525.4
LLaDA ReMDMNFE=8, Zero-shot=true2026.0523.3
LLaDANFE=8, Zero-shot=true2026.0523.1
LLaDA ReMDMNFE=32, Zero-shot=true2026.0520.9
LLaDA*NFE=32, Zero-shot=true2026.0518.7
LLaDANFE=64, Zero-shot=true2026.0518.2
LLaDA ReMDMNFE=64, Zero-shot=true2026.059.2
LLaDA*NFE=8, Zero-shot=true2026.058.6
LLaDA*NFE=16, Zero-shot=true2026.058.3