Datasets:
Tasks:
Text Classification
Formats:
parquet
Languages:
English
Size:
1K - 10K
Tags:
structured-decisions
calibration
probabilistic-classification
system-one
workflow-evaluation
Synthetic
License:
Leaderboard: add Featherless Simple Jev (Qwen3.6-35B-A3B classifier), 0.716 acc, measured on the 400-case test split
Browse files
README.md
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@@ -68,8 +68,9 @@ scored zero-shot: they have never seen these workflows or their question schemas
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| 1 | **[meraGPT Decider 1](https://meragpt.com/models/state-decider-1)** (`sd-1`) | general, zero-shot | **0.768** | **0.096** | **0.052** | **526 ms** | **$0.03** |
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| 2 | TypeSafe Jev 1.13.0 | general, zero-shot | 0.727 | 1.442 | 0.148 | 710 ms | $0.042 |
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| – | Prior (ignores the input) | reference | 0.470 | 0.347 | 0.189 | – | – |
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**meraGPT's proprietary model, [Decider 1](https://meragpt.com/models/state-decider-1),
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| 1 | **[meraGPT Decider 1](https://meragpt.com/models/state-decider-1)** (`sd-1`) | general, zero-shot | **0.768** | **0.096** | **0.052** | **526 ms** | **$0.03** |
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| 2 | TypeSafe Jev 1.13.0 | general, zero-shot | 0.727 | 1.442 | 0.148 | 710 ms | $0.042 |
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| 3 | [Featherless Simple Jev](https://simple-jev.featherless.ai) (`Qwen3.6-35B-A3B-classifier`) | general, zero-shot | 0.716 | 0.488 | 0.176 | – (free demo endpoint, rate-limited) | free demo |
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| 4 | ModernBERT-base (149M) | specialist, fitted per workflow | 0.646 | 0.223 | 0.119 | – | – |
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| 5 | MiniLM-L6 (22M) | specialist, fitted per workflow | 0.587 | 0.262 | 0.143 | – | – |
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| – | Prior (ignores the input) | reference | 0.470 | 0.347 | 0.189 | – | – |
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**meraGPT's proprietary model, [Decider 1](https://meragpt.com/models/state-decider-1),
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