Abstract Sentence Classification on RCT
87.53Micro-F1RoBERTa-large
Evaluation Results
| Method | Links | |
|---|---|---|
| RoBERTa-largeParam=355M, Data=160G, FLOPS=4.36E212023.05 | 87.53 | |
| TLM(Large)Param=109M, Data=3.64G, FLOPS=2.33E192023.05 | 87.49 | |
| ISS(Large-scale)Param=109M, Data=0.72G, FLOPS=8.30E182023.05 | 87.41 | |
| TLM(Large-20%)Param=109M, Data=0.72G, FLOPS=8.30E182023.05 | 87.36 | |
| ISS(Medium-scale)Param=109M, Data=0.18G, FLOPS=4.15E182023.05 | 87.3 | |
| TLM(Medium)Param=109M, Data=1.21G, FLOPS=8.30E182023.05 | 87.28 | |
| RoBERTa-BaseParam=125M, Data=160G, FLOPS=1.54E212023.05 | 87.23 | |
| Bert LargeParam=355M, Data=16G, FLOPS=9.07E192023.05 | 87.13 | |
| Bert-BaseParam=109M, Data=16G, FLOPS=2.79E192023.05 | 87 | |
| TLM(Medium-20%)Param=109M, Data=0.18G, FLOPS=4.15E182023.05 | 87 | |
| TLM(Small)Param=109M, Data=0.91G, FLOPS=2.74E182023.05 | 86.99 | |
| ISS(Small-scale)Param=109M, Data=0.18G, FLOPS=1.82E182023.05 | 86.99 | |
| TLM(Small-20%)Param=109M, Data=0.18G, FLOPS=1.82E182023.05 | 86.65 |