From: Multi-probe attention neural network for COVID-19 semantic indexing
System | EBP(%) | EBR(%) | EBF(%) | MaP(%) | MaR(%) | MaF(%) | MiP(%) | MiR(%) | MiF(%) |
---|---|---|---|---|---|---|---|---|---|
deepmesh_dmiip_fdu | 72.51 | 68.69 | 68.87 | 70.10 | 59.34 | 58.69 | 72.02 | 66.86 | 69.32 |
NLM System 3 | 71.28 | 67.87 | 67.74 | 69.22 | 54.67 | 54.53 | 71.01 | 65.94 | 68.37 |
attention_dmiip_fdu | 68.40 | 65.65 | 65.40 | 65.53 | 55.84 | 55.06 | 67.95 | 63.87 | 65.84 |
MTI First Line Index | 69.39 | 63.58 | 64.50 | 65.43 | 57.33 | 55.38 | 68.21 | 61.52 | 64.69 |
Default MTI | 64.54 | 67.28 | 64.02 | 61.17 | 60.55 | 56.54 | 63.76 | 65.11 | 64.42 |
NLM CNN | 68.03 | 62.11 | 62.86 | 63.02 | 45.81 | 46.10 | 67.30 | 60.75 | 63.85 |
pi_dna_3 | 65.73 | 62.45 | 62.14 | 55.50 | 50.37 | 48.45 | 65.01 | 60.75 | 62.80 |
bert_dna | 61.31 | 55.15 | 56.02 | 48.86 | 38.52 | 37.05 | 60.57 | 53.90 | 57.03 |
iria-1 | 41.70 | 55.25 | 46.36 | 38.92 | 39.16 | 35.14 | 42.11 | 53.89 | 47.28 |
MPANN | 72.13 | 59.73 | 63.70 | 68.13 | 52.62 | 53.20 | 72.02 | 58.56 | 64.59 |