Speaker drift detection on Speaker drift detection dataset 128 samples (full) benchmark leaderboard · SOTA2 Research

Speaker drift detection on Speaker drift detection dataset 128 samples (full)

90.7F1 ScoreGPT-4o

Evaluation Results

Method	Links
GPT-4o2026.04		90.7
DeepSeek-R12026.04		90.6
GPT-4o2026.04		89.41
Claude-42026.04		88.2
Claude-42026.04		84.38
Gemini-Pro-2.52026.04		82.9
Gemini-Pro-2.52026.04		80
DeepSeek-R12026.04		80
DeepSeek-R12026.04		80
Claude-42026.04		76
Qwen-32026.04		72.7
Qwen-32026.04		72.7
Qwen-32026.04		71.4
PCA-based Baseline2026.04		71.3
PCA-based Baseline2026.04		67.3
PCA-based Baseline2026.04		65.6
Fixed-threshold Baseline2026.04		61.7
Fixed-threshold Baseline2026.04		61.3
Fixed-threshold Baseline2026.04		57.4
GPT-4o2026.04		39
Gemini-Pro-2.52026.04		38.64