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Add TS-ICL results - #171

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shchur merged 3 commits into
autogluon:mainfrom
TaharNbl:main
Aug 3, 2026
Merged

Add TS-ICL results#171
shchur merged 3 commits into
autogluon:mainfrom
TaharNbl:main

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@TaharNbl

@TaharNbl TaharNbl commented Aug 3, 2026

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Hi,

We would like to submit TS-ICL to fev-bench. TS-ICL is a probabilistic In-Context Learning encoder-regressor TSFM that unifies forecasting and imputation and can leverage known covariates, when available.

Changes:

  • models/ts-icl/requirements.txt: required dependencies
  • models/ts-icl/model.py: TS-ICL model wrapper for FEV
  • benchmarks/fev_bench/results/ts-icl.csv: TS-ICL results on 100 FEV tasks

Thanks!

@shchur shchur left a comment

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Thanks for the contribution!

If you want the model to show up as TS-ICL instead of ts-icl, please replace the values in the first column of ts-icl.csv. Currently the display name is ts-icl. If this is intentional, I will merge the PR as-is.

@TaharNbl

TaharNbl commented Aug 3, 2026

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I’ve updated the model_name to TS-ICL in the csv. Thanks for catching that and for addressing the PR so quickly!

@shchur
shchur merged commit 6796a0c into autogluon:main Aug 3, 2026
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@shchur

shchur commented Aug 3, 2026

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@TaharNbl the updated leaderboard is now live at https://huggingface.co/spaces/autogluon/fev-bench

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2 participants