Natural Language Inference on SNLI Emoji variant (test)
88.96AccuracyELECTRA (Hybrid)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ELECTRA (Hybrid)Training Configuration=Hybrid, Evaluation Protocol=Fine-tuned2026.04 | 88.96 | 0.0001 | |
| Hybrid MitigationMitigation Approach=Hybrid, Base Model=ELECTRA-small2026.04 | 88.96 | — | |
| PreprocessingMitigation Approach=Preprocessing, Base Model=ELECTRA-small2026.04 | 88.71 | — | |
| RoBERTaMitigation Approach=None2026.04 | 85.12 | — | |
| AugmentationMitigation Approach=Augmentation, Base Model=ELECTRA-small2026.04 | 84.67 | — | |
| GPT-4o-miniEvaluation Protocol=Zero-shot2026.04 | 83.01 | — | |
| GPT-4o-miniMitigation Approach=None2026.04 | 83.01 | — | |
| ELECTRA (Baseline)Training Configuration=Baseline, Evaluation Protocol=Fine-tuned2026.04 | 80.93 | 0.0001 | |
| ELECTRA-smallMitigation Approach=None2026.04 | 80.93 | — | |
| GPT-3.5Mitigation Approach=None2026.04 | 62.99 | — |