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ResearchFormerly WizWand

Named Entity Recognition on ACE04

87.6Micro-F1SOTA (Lu et al., 2022)
7.707228.448649.1969.9314Mar 12, 2024Jun 6, 2024Aug 31, 2024Nov 25, 2024Feb 19, 2025May 16, 2025Aug 10, 2025
Updated 5mo ago

Evaluation results

MethodLinks
SOTA (Lu et al., 2022)Setting=Supervised2024.0387.6
KnowCoderSetting=Supervised, Model Scale=7B2024.0386.2
APIEModel=Deepseek-v3-660B2025.0848.56
Active-PromptModel=Deepseek-v3-660B2025.0847.33
APIEModel=Gemma-3-12B2025.0844.42
Active-PromptModel=Gemma-3-12B2025.0843.61
APIEModel=Deepseek-R1-14B2025.0841.95
Active-PromptModel=Deepseek-R1-14B2025.0841.19
KD SortModel=Gemma-3-12B2025.0840.11
RSLModel=Gemma-3-12B2025.0839.76
KD SortModel=Deepseek-v3-660B2025.0838.62
RSLModel=Deepseek-v3-660B2025.0833.31
APIEModel=Qwen-2.5-14B2025.0832.61
RSLModel=Deepseek-R1-14B2025.0831.5
KD SortModel=Deepseek-R1-14B2025.0831.24
RSLModel=Qwen-2.5-14B2025.0830.05
Active-PromptModel=Qwen-2.5-14B2025.0830.03
KD SortModel=Qwen-2.5-14B2025.0829.31
ZSLModel=Deepseek-v3-660B2025.0824.87
ZSLModel=Gemma-3-12B2025.0822.48
ZSLModel=Deepseek-R1-14B2025.0817.76
ZSLModel=Qwen-2.5-14B2025.0810.78