MoA Complexity Regressor v2
DeBERTa-v3-small fine-tuned for text complexity scoring (regression).
Metrics
- MAE: 0.0418
- R2: 0.954
- Effort Accuracy: 85.5%
Effort Tiers
| Score Range | Label |
|---|---|
| 0.00-0.08 | trivial |
| 0.08-0.18 | light |
| 0.18-0.32 | moderate |
| 0.32-0.52 | heavy |
| 0.52-0.72 | intensive |
| 0.72-1.00 | extreme |
Usage
Load the ONNX model with onnxruntime, tokenize input with DeBERTa-v3-small tokenizer.
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