Sleep Stage Classification on SHHS, MrOS, and CFS average (test)
85.4AUCSleepLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SleepLMEvaluation Protocol=Zero-shot2026.02 | 85.4 | 76.9 | |
| Qwen3-VL-8B-InstructEvaluation Protocol=Fine-tuned2026.02 | 70.2 | 51.3 | |
| LLaVA-NextEvaluation Protocol=Fine-tuned2026.02 | 58.9 | 33.7 | |
| Gemini 2.5 ProEvaluation Protocol=Zero-shot2026.02 | 52.2 | 24.5 | |
| DeepSeek-R1Evaluation Protocol=Zero-shot2026.02 | 50.9 | 20.8 |