Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

P&ID Question Answering research benchmarks · SOTA2 Research

P&ID Question Answering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PathRAG Conceptual Graph

83Accuracy

13

Mar 25, 2026

VectorRAG Conceptual Graph

82Accuracy

13

Mar 25, 2026

ContextRAG Conceptual Graph

94Response Accuracy

13

Mar 25, 2026

CypherRAG Conceptual Graph

86Accuracy

11

Mar 25, 2026

Proteus Context XML

89Response Accuracy

8

Mar 25, 2026

Multimodal Context Flowsheet Image

83Response Accuracy

8

Mar 25, 2026

Popular datasets

ContextRAG VectorRAG PathRAG CypherRAG Multimodal Context

Follow for updates

Join SOTA2 Contact