| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| TRQA | ARTIST | Accuracy83.34 | 22 | 1mo ago | |
| TSQA | ARTIST | Accuracy62 | 22 | 1mo ago | |
| SLEEP QA | TimeMaster | Acc0.7255 | 22 | 1mo ago | |
| ECG QA | ARTIST | Accuracy69.81 | 22 | 1mo ago | |
| RCW | ARTIST | Accuracy77 | 22 | 1mo ago | |
| ETI | ARTIST | Accuracy87.03 | 22 | 1mo ago | |
| TSUR Reasoning (test) | GEM | Inductive Accuracy58.73 | 19 | 1mo ago | |
| Sleep-CoT 1.0 (test) | OpenTSLM SoftPrompt (Llama3.2-1B) | F1 Score69.88 | 17 | 1mo ago | |
| HAR-CoT 1.0 (test) | OpenTSLM SoftPrompt (Llama3.2-1B) | F1 Score65.44 | 14 | 1mo ago | |
| TSandLang Two TS | TS-Agent | Accuracy57.3 | 12 | 11d ago | |
| TSandLang One TS | GPT-4 | Accuracy92.3 | 12 | 11d ago | |
| ECG-QA-CoT 1.0 (test) | OpenTSLM Flamingo (Llama3.2-3B) | F1 Score40.25 | 12 | 1mo ago | |
| MMTS-Bench | TS-Agent | Average Score60 | 9 | 11d ago | |
| WeatherBench 2 | Accuracy54.7 | 7 | 5d ago | ||
| YFinance | Gemini-2.5-Pro | Accuracy62.4 | 7 | 5d ago | |
| MIMIC-IV Waveform | Qwen2.5-VL-Instruct | Accuracy43.9 | 7 | 5d ago | |
| PTB-XL | Gemma-3-27b-it | Accuracy51.7 | 7 | 5d ago | |
| MIT-BIH | Gemini-2.5-Pro | Accuracy61.4 | 7 | 5d ago | |
| TimeSeriesExam | GPT-4o | Similarity Score0.78 | 4 | 5d ago |
