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funsd_comparison.md

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FUNSD test set comparison

Confronto tra le bounding box delle parole annotate nel dataset di test FUNSD e quelle prodotte da MarkItDownNet. GT indica il numero di parole nel ground truth, MK il numero di parole estratte, Matched il numero di parole confrontate e Δ% la media dell'errore assoluto per ciascuna coordinata normalizzata.

File GT words MK words Matched Δx% Δy% Δw% Δh%
82092117 227 198 198 23.05 7.44 3.28 1.27
82200067_0069 181 78 78 24.60 26.08 2.83 0.65
82250337_0338 216 197 197 23.71 5.70 3.19 0.69
82251504 228 80 80 27.36 13.04 3.39 0.69
82252956_2958 108 92 92 31.16 9.90 3.49 0.78
82253058_3059 189 163 163 24.90 9.85 4.16 0.51
82253245_3247 234 223 223 27.12 10.57 2.60 0.59
82253362_3364 230 133 133 24.23 29.64 2.63 1.02
82254765 117 90 90 22.43 24.93 3.41 0.95
82491256 70 66 66 18.70 16.12 2.93 0.76
82504862 65 64 64 11.38 19.93 2.62 0.80
82562350 192 166 166 16.34 7.55 2.72 1.39
82573104 150 136 136 23.26 10.65 3.27 0.73
82837252 113 76 76 23.19 15.61 2.88 0.66
83443897 195 166 166 21.10 9.63 3.07 0.77
83553333_3334 232 152 152 31.57 21.62 3.41 0.90
83573282 305 261 261 23.27 9.64 2.41 1.06
83594639 88 64 64 32.77 22.78 3.14 1.21
83624198 195 174 174 20.30 8.49 3.38 1.16
83635935 177 145 145 21.85 7.05 2.90 1.24
83641919_1921 215 143 143 22.37 28.44 3.07 0.75
83772145 263 215 215 26.21 6.40 3.09 0.81
83823750 166 121 121 24.12 15.97 3.19 0.97
83996357 101 89 89 19.85 20.51 4.42 0.81
85201976 80 77 77 21.88 14.16 3.97 0.75
85240939 157 118 118 23.79 9.82 4.41 0.62
85540866 25 23 23 20.27 16.23 3.11 1.33
85629964 94 62 62 23.40 5.55 6.97 0.89
86075409_5410 141 111 111 17.70 17.35 2.61 1.05
86079776_9777 211 204 204 23.72 14.36 2.96 0.96
86220490 76 61 61 14.79 15.87 3.31 0.71
86230203_0206 139 128 128 28.92 28.16 3.18 0.46
86236474_6476 118 121 118 13.24 1.61 3.17 0.65
86244113 80 81 80 21.53 7.47 2.86 0.84
86263525 91 80 80 26.68 18.30 4.48 1.26
86328049_8050 199 103 103 22.97 34.01 3.22 0.50
87086073 61 54 54 24.84 23.47 3.47 1.21
87093315_87093318 195 132 132 24.68 23.97 2.70 0.77
87125460 75 70 70 26.06 14.55 5.35 1.46
87137840 78 58 58 24.45 9.94 3.63 0.99
87147607 209 172 172 26.35 7.35 3.74 0.61
87332450 160 149 149 23.43 7.96 3.62 0.62
87428306 198 140 140 20.54 15.73 3.68 0.55
87528321 211 185 185 31.07 22.58 3.32 0.56
87528380 428 236 236 24.31 15.87 3.89 0.69
87594142_87594144 434 431 431 22.63 5.97 2.82 0.70
89856243 316 302 302 25.81 8.58 2.84 0.40
91814768_91814769 359 350 350 29.90 5.36 3.21 0.68
92380595 270 240 240 22.15 15.93 4.13 0.74
93106788 311 286 286 26.99 5.16 2.70 0.89

| Overall | 8973 | 7266 | 7262 | 24.06 | 12.75 | 3.26 | 0.81 |

Riproduzione

export PATH=$HOME/.dotnet:$PATH
dotnet run --project tools/FunsdComparison