Time Series Recognition on TimeMQA
69.65AccuracyGPT-4o
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GPT-4oModalities=Textual2026.02 | 69.65 | 4.75 | |
| PATRA 7BModalities=Textual + Temporal, Backbone=Qwen2.5 7B2026.02 | 64.69 | 25.46 | |
| Qwen2.5 7BModalities=Textual2026.02 | 45.51 | 10.32 | |
| ITFormer 7BModalities=Textual + Temporal2026.02 | 45.24 | 14.61 | |
| TimeOmni-1 7BModalities=Textual2026.02 | 41.93 | 9.1 | |
| Llama3 8BModalities=Textual2026.02 | 36.27 | 4.11 | |
| Llama3 8BModalities=Textual, Task Protocol=TimeMQA2026.02 | 36.27 | 6.69 | |
| ChatTS 7BModalities=Textual + Temporal2026.02 | 36 | 13.23 | |
| Mistral 7BModalities=Textual, Task Protocol=TimeMQA2026.02 | 26.2 | 6.15 | |
| Qwen2.5 7BModalities=Textual, Task Protocol=TimeMQA2026.02 | 24.41 | 14.51 | |
| Deepseek-R1 7BModalities=Textual2026.02 | 12.41 | 8.4 |