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Benchmarks
Time Series Forecasting on GIFT-Eval Short-term
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0.878
nMASE
TIMEOMNI-VL
0.261
4.42575
8.5905
12.75525
Feb 19, 2026
nMASE
Updated 4d ago
Evaluation Results
Method
Method
Links
nMASE
TIMEOMNI-VL
Zero-shot evaluation=true
2026.02
0.878
VisionTS++
Model Type=Image-based...
2026.02
0.915
ChatTime
Model Type=Time Series...
2026.02
0.983
Time-R1
Model Type=Time Series...
2026.02
1.162
VisionTS
Model Type=Image-based...
2026.02
1.263
Gemini-2.5-flash
Model Type=LLM, Zero-s...
2026.02
1.295
TimeOmni-1
Model Type=Time Series...
2026.02
1.298
Qwen2.5-Instruct-7B
Model Type=LLM, Zero-s...
2026.02
1.445
Bagel
Model Type=Image-based...
2026.02
16.303
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