Extractive QA on SQuAD v2 (TGS, TPS)
95.1TGSDynamicLRP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DynamicLRPBackbone=T5-Flan-L2025.12 | 95.1 | 98.6 | |
| DynamicLRPBackbone=RoBERTa-L2025.12 | 93.7 | 88.9 | |
| IGBackbone=T5-Flan-L2025.12 | 79.8 | 12.7 | |
| GradSHAPBackbone=T5-Flan-L2025.12 | 79.5 | 15.7 | |
| DynamicLRPBackbone=BERT2025.12 | 57.9 | 98.6 | |
| Zennit (Attn-LRP)Backbone=BERT2025.12 | 51.7 | 80.5 | |
| IGBackbone=BERT2025.12 | 43.8 | 55.8 | |
| GradSHAPBackbone=BERT2025.12 | 41.9 | 52.7 | |
| GradSHAPBackbone=RoBERTa-L2025.12 | 37.4 | 14.3 | |
| IGBackbone=RoBERTa-L2025.12 | 35.3 | 13.4 |