Citation Intent Classification on ACL-ARC
74.53Macro F1ISS(Large-scale)
Evaluation Results
| Method | Links | |
|---|---|---|
| ISS(Large-scale)Param=109M, Data=0.72G, FLOPS=8.30E182023.05 | 74.53 | |
| TLM(Large)Param=109M, Data=3.64G, FLOPS=2.33E192023.05 | 74.18 | |
| ISS(Medium-scale)Param=109M, Data=0.18G, FLOPS=4.15E182023.05 | 73.42 | |
| TLM(Large-20%)Param=109M, Data=0.72G, FLOPS=8.30E182023.05 | 73.42 | |
| RoBERTa-largeParam=355M, Data=160G, FLOPS=4.36E212023.05 | 72.8 | |
| ISS(Small-scale)Param=109M, Data=0.18G, FLOPS=1.82E182023.05 | 72.41 | |
| TLM(Medium)Param=109M, Data=1.21G, FLOPS=8.30E182023.05 | 72.37 | |
| TLM(Small)Param=109M, Data=0.91G, FLOPS=2.74E182023.05 | 69.84 | |
| Bert-BaseParam=109M, Data=16G, FLOPS=2.79E192023.05 | 69.45 | |
| Bert LargeParam=355M, Data=16G, FLOPS=9.07E192023.05 | 69.13 | |
| TLM(Medium-20%)Param=109M, Data=0.18G, FLOPS=4.15E182023.05 | 68.82 | |
| RoBERTa-BaseParam=125M, Data=160G, FLOPS=1.54E212023.05 | 68.34 | |
| TLM(Small-20%)Param=109M, Data=0.18G, FLOPS=1.82E182023.05 | 67.27 |