Ordinal Classification on SNLI standard (test)
89.1F1 ScoreMLL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MLLBackbone=BERT-base, Data Percentage=100%2024.05 | 89.1 | 0.149 | 0.122 | 98.6 | |
| CEBackbone=BERT-base, Data Percentage=100%2024.05 | 89 | 0.152 | 0.123 | 98.5 | |
| ENTBackbone=GPT2-small, Data Percentage=100%2024.05 | 88.5 | 0.157 | 0.128 | 98.5 | |
| MLLBackbone=BERT-base, Data Percentage=10%2024.05 | 84.8 | 0.21 | 0.171 | 98 | |
| MLLBackbone=TinyBERT, Data Percentage=100%2024.05 | 83.2 | 0.257 | 0.205 | 97.4 | |
| CEBackbone=TinyBERT, Data Percentage=100%2024.05 | 82.1 | 0.264 | 0.208 | 97.2 | |
| GPTBackbone=GPT2-small, Data Percentage=100%2024.05 | 77.6 | 0.338 | 0.261 | 96.1 |