Hallucination Detection on RAGTruth RT-QA 1.0 (test) benchmark leaderboard · SOTA2 Research

Hallucination Detection on RAGTruth RT-QA 1.0 (test)

0.7885F1 ScoreFourier-high

Evaluation Results

Method	Links
Fourier-high2026.02		0.7885	0.9099
Wavelet-high2026.02		0.7876	0.9117
Lookback-lens2026.02		0.7832	0.9148
Attn-entropy2026.02		0.781	0.9083
Laplacian2026.02		0.7807	0.9049
Fourier-high2026.02		0.7277	0.8584
Wavelet-high2026.02		0.7194	0.8526
Laplacian2026.02		0.7107	0.8449
Fourier-high2026.02		0.7068	0.8792
Wavelet-high2026.02		0.7029	0.8741
Lookback-lens2026.02		0.6947	0.8727
Lookback-lens2026.02		0.693	0.8482
Attn-entropy2026.02		0.6909	0.865
Laplacian2026.02		0.6834	0.8552
Attn-entropy2026.02		0.6832	0.8481
SelfcheckGPT2026.02		0.6551	0.7084
SelfcheckGPT2026.02		0.6289	0.6942
Redeep2026.02		0.627	0.7357
RefChecker2026.02		0.6144	0.6121
SelfcheckGPT2026.02		0.6029	0.6425
Redeep2026.02		0.5972	0.6364
RefChecker2026.02		0.5928	0.5893
RefChecker2026.02		0.5914	0.5865
Redeep2026.02		0.574	0.6457
Attn-variance2026.02		0.5636	0.7497
Attn-variance2026.02		0.5636	0.7497
EigenScore2026.02		0.4979	0.5253
EigenScore2026.02		0.4904	0.4611
Attn-variance2026.02		0.4807	0.6147
EigenScore2026.02		0.4788	0.4734
Coverage only2026.06		0.296	0.589
Support density only2026.06		0.289	0.557
EGC2026.06		0.285	0.556