Time Series Understanding on TSExam
71Pattern RecognitionTS-Agent
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TS-Agent2025.10 | 71 | 61 | 57 | 57 | 55 | |
| GPT-o1Modality=Text2025.10 | 65 | 62 | 58 | 62 | 37 | |
| DeepSeekModality=Text2025.10 | 63 | 58 | 43 | 66 | 28 | |
| Gemini-2.5Modality=Vision2025.10 | 51 | 54 | 46 | 69 | 24 | |
| Phi-3.5Modality=Text2025.10 | 44 | 24 | 25 | 41 | 25 | |
| GPT-4oModality=Text2025.10 | 38 | 39 | 29 | 46 | 42 | |
| ChatTSModality=TS2025.10 | 37 | 39 | 36 | 53 | 30 | |
| GPT-4o-miniModality=Text2025.10 | 35 | 32 | 40 | 51 | 36 | |
| Gemini-2.5Modality=Text2025.10 | 29 | 32 | 26 | 35 | 30 | |
| Mistral-7BModality=Text2025.10 | 29 | 33 | 38 | 45 | 28 |