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ResearchFormerly WizWand

Summarization on Summarization (ROUGE-1)

49ROUGE-1 ScoreIGDS
-0.81612.11725.0537.983Apr 28, 2026
Updated 6mo ago

Evaluation results

MethodLinks
IGDSModel=Qwen3-8B-Base, Data Selection Strategy=IGDS2026.0449
FullModel=Qwen3-8B-Base, Data Selection Strategy=Full2026.0448.9
IFDModel=Qwen3-8B-Base, Data Selection Strategy=IFD2026.0448.8
ZIPModel=Qwen3-8B-Base, Data Selection Strategy=ZIP2026.0448.5
RandomModel=Qwen3-8B-Base, Data Selection Strategy=Random2026.0448.2
LossModel=Qwen3-8B-Base, Data Selection Strategy=Loss2026.0447.4
IGDSModel=Gemma-2-2B, Data Selection Strategy=IGDS2026.0445.2
FullModel=Gemma-2-2B, Data Selection Strategy=Full2026.0445
ZIPModel=Gemma-2-2B, Data Selection Strategy=ZIP2026.0444.9
LossModel=Gemma-2-2B, Data Selection Strategy=Loss2026.0444.8
IFDModel=Gemma-2-2B, Data Selection Strategy=IFD2026.0444
RandomModel=Gemma-2-2B, Data Selection Strategy=Random2026.0443.9
OriginalModel=Qwen3-8B-Base, Data Selection Strategy=Original2026.0431.2
IGDSModel=Llama-3.1-8B, Data Selection Strategy=IGDS2026.0426.1
FullModel=Llama-3.1-8B, Data Selection Strategy=Full2026.0426
IFDModel=Llama-3.1-8B, Data Selection Strategy=IFD2026.0425.8
RandomModel=Llama-3.1-8B, Data Selection Strategy=Random2026.0425.4
LossModel=Llama-3.1-8B, Data Selection Strategy=Loss2026.0425.4
ZIPModel=Llama-3.1-8B, Data Selection Strategy=ZIP2026.0424.5
OriginalModel=Gemma-2-2B, Data Selection Strategy=Original2026.0422
OriginalModel=Llama-3.1-8B, Data Selection Strategy=Original2026.041.1