Time Series Evaluation on Human-annotated Time Series Macro-Level
0.909Spearman ρ (No Knowledge)Gemini-3.1-Pro
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Gemini-3.1-ProKnowledge Context=With and Without2026.06 | 0.909 | 0.85 | 0.865 | 0.82 | |
| Qwen3.6-PlusKnowledge Context=With and Without2026.06 | 0.888 | 0.824 | 0.859 | 0.806 | |
| GPT-5.4Knowledge Context=With and Without2026.06 | 0.871 | 0.802 | 0.794 | 0.74 | |
| Claude-Sonnet-4.6Knowledge Context=With and Without2026.06 | 0.853 | 0.786 | 0.792 | 0.732 | |
| Seed-1.8Knowledge Context=With and Without2026.06 | 0.815 | 0.732 | 0.76 | 0.69 | |
| LLaMa-4-MaverickKnowledge Context=With and Without2026.06 | 0.77 | 0.694 | 0.674 | 0.608 |