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ResearchFormerly WizWand

Relation Extraction on FewRel (test)

55.02Micro-F1SCIR-RUIE
16.259226.322136.38546.4479Apr 17, 2023Sep 25, 2023Mar 5, 2024Aug 14, 2024Jan 23, 2025Jul 4, 2025Dec 13, 2025
Updated 8mo ago

Evaluation results

MethodLinks
SCIR-RUIEframework=SCIR, backbone=RUIE2025.1255.02
RUIE2025.1249.93
SCIR-OneKEframework=SCIR, backbone=OneKE2025.1245.16
InstructUIEZero-shot=true2023.0439.55
OneKE2025.1239.19
SCIR-LLama3.1framework=SCIR, backbone=LLama3.1-8B2025.1238.6
IEPile-LLama2backbone=LLaMA2-13B, tuning=LoRA2025.1237.14
SCIR-DeepSeek-R1framework=SCIR, backbone=DeepSeek-R1-Distill-Qwen3-8B2025.1236.55
YAYI-UIE2025.1236.09
ChunkUIE2025.1235.76
SCIR-Qwen3framework=SCIR, backbone=Qwen3-8B2025.1234.67
ZETTBackbone=T5-base, Zero-shot=true2023.0433.71
ZETTBackbone=T5-small, Zero-shot=true2023.0430.53
DeepSeek-R1backbone=DeepSeek-R1-Distill-Qwen3-8B, mode=untuned2025.1221.79
LLama3.1backbone=LLama3.1-8B, mode=untuned2025.1219.14
Qwen3backbone=Qwen3-8B, mode=untuned2025.1217.75