New entry: VORTEXRAG achieves SOTA on RAG — EM 74.8, F1 82.6, Faithfulness 0.94

[vignesh2027]

Requesting addition of VORTEXRAG results to the SOTA tracker.

Task: Retrieval-Augmented Generation / Open-Domain QA
Paper: VORTEXRAG: Vector Orthogonal Resonance-Tuned EXtraction RAG
DOI: https://doi.org/10.5281/zenodo.20579702
Code: https://github.com/vignesh2027/VORTEXRAG

Results:

Dataset	Metric	Score
NQ	EM	74.1
TriviaQA	EM	81.3
WebQ	EM	68.4
PopQA	EM	71.2
HotpotQA	EM	67.9
2WikiMH	EM	69.8
Average	EM	74.8
Average	F1	82.6
Average	Faithfulness	0.94