Text Classification on Helpfulness
72.27F1 ScoreISS(Large-scale)
Evaluation Results
| Method | Links | |
|---|---|---|
| ISS(Large-scale)Param=109M, Data=0.72G, FLOPS=8.30E182023.05 | 72.27 | |
| TLM(Large)Param=109M, Data=3.64G, FLOPS=2.33E192023.05 | 71.83 | |
| ISS(Medium-scale)Param=109M, Data=0.18G, FLOPS=4.15E182023.05 | 71.51 | |
| TLM(Large-20%)Param=109M, Data=0.72G, FLOPS=8.30E182023.05 | 71.5 | |
| TLM(Medium-20%)Param=109M, Data=0.18G, FLOPS=4.15E182023.05 | 71.11 | |
| TLM(Medium)Param=109M, Data=1.21G, FLOPS=8.30E182023.05 | 70.9 | |
| ISS(Small-scale)Param=109M, Data=0.18G, FLOPS=1.82E182023.05 | 70.78 | |
| RoBERTa-largeParam=355M, Data=160G, FLOPS=4.36E212023.05 | 70.73 | |
| TLM(Small)Param=109M, Data=0.91G, FLOPS=2.74E182023.05 | 70.54 | |
| RoBERTa-BaseParam=125M, Data=160G, FLOPS=1.54E212023.05 | 70.45 | |
| TLM(Small-20%)Param=109M, Data=0.18G, FLOPS=1.82E182023.05 | 70.02 | |
| Bert LargeParam=355M, Data=16G, FLOPS=9.07E192023.05 | 69.39 | |
| Bert-BaseParam=109M, Data=16G, FLOPS=2.79E192023.05 | 69.11 |