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Benchmarks
Time Series Reasoning on TimeMQA
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50
Accuracy
GPT-4o
11.3432
21.3791
31.415
41.4509
Feb 26, 2026
Accuracy
ROUGE
Updated 22d ago
Evaluation Results
Method
Method
Links
Accuracy
ROUGE
GPT-4o
Modalities=Textual
2026.02
50
7.75
PATRA 7B
Modalities=Textual + T...
2026.02
44.59
27.36
TimeOmni-1 7B
Modalities=Textual
2026.02
42.56
12.78
Qwen2.5 7B
Modalities=Textual
2026.02
36.48
18.72
ITFormer 7B
Modalities=Textual + T...
2026.02
30.4
15.58
Llama3 8B
Modalities=Textual
2026.02
27.02
5.26
Llama3 8B
Modalities=Textual, Ta...
2026.02
22.97
8.86
ChatTS 7B
Modalities=Textual + T...
2026.02
22.97
15.84
Deepseek-R1 7B
Modalities=Textual
2026.02
18.24
10.34
Qwen2.5 7B
Modalities=Textual, Ta...
2026.02
13.51
16.89
Mistral 7B
Modalities=Textual, Ta...
2026.02
12.83
9.36
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