ML Research Wiki / Benchmarks / Open Information Extraction / LSOIE

LSOIE

Open Information Extraction Benchmark

Performance Over Time

📊 Showing 9 results | 📏 Metric: F1

Top Performing Models

Rank Model Paper F1 Date Code
1 DetIELSOIE DetIE: Multilingual Open Information Extraction Inspired by Object Detection 71.40 2022-06-24 📦 sberbank-ai/DetIE
2 CIGL-OIE DetIE: Multilingual Open Information Extraction Inspired by Object Detection 59.70 2022-06-24 📦 sberbank-ai/DetIE
3 DetIELSOIE + IGL-CA DetIE: Multilingual Open Information Extraction Inspired by Object Detection 58.70 2022-06-24 📦 sberbank-ai/DetIE
4 DetIEIMoJIE DetIE: Multilingual Open Information Extraction Inspired by Object Detection 55.70 2022-06-24 📦 sberbank-ai/DetIE
5 OpenIE4 DetIE: Multilingual Open Information Extraction Inspired by Object Detection 54.60 2022-06-24 📦 sberbank-ai/DetIE
6 OpenIE6 (CIGL-OIE + IGL-CA) DetIE: Multilingual Open Information Extraction Inspired by Object Detection 51.60 2022-06-24 📦 sberbank-ai/DetIE
7 OpenIE5 DetIE: Multilingual Open Information Extraction Inspired by Object Detection 49.50 2022-06-24 📦 sberbank-ai/DetIE
8 DetIEIMoJIE (ours) + IGL-CA DetIE: Multilingual Open Information Extraction Inspired by Object Detection 45.90 2022-06-24 📦 sberbank-ai/DetIE
9 OllIE Mausam et al. (2012) DetIE: Multilingual Open Information Extraction Inspired by Object Detection 36.80 2022-06-24 📦 sberbank-ai/DetIE

All Papers (9)

sberbank-ai/DetIE
sberbank-ai/DetIE
sberbank-ai/DetIE
sberbank-ai/DetIE
sberbank-ai/DetIE
sberbank-ai/DetIE
sberbank-ai/DetIE
sberbank-ai/DetIE
sberbank-ai/DetIE