diff --git a/README.md b/README.md index 612490f9a90395406df84c07c74fabe96d578f63..169b017f5c7dea5c1ef3b112e53a63f6c8813316 100644 --- a/README.md +++ b/README.md @@ -159,6 +159,10 @@ Per-label error rates, retrieval confusion heatmaps, top confusion pairs, failur → [`result_analysis_tobacco3482.md`](tabacco3482_benchmarks/figures/bad_cases/result_analysis.md) --- +## LayoutLMv3 Result Analysis +Per-label error rates, retrieval confusion heatmaps, top confusion pairs, failure analysis, and improvement experiments for the different layoutLMv3 variants. + +→ [`result_analysis_layoutlmv3.md`](tabacco3482_benchmarks/figures/layoutlmv3/result_analysis_layoutlmv3.md) ## Repo Structure diff --git a/tabacco3482_benchmarks/figures/layoutlmv3/badcases/Large/00_ADVE/Large_00_ADVE_ALL.png b/tabacco3482_benchmarks/figures/layoutlmv3/badcases/Large/00_ADVE/Large_00_ADVE_ALL.png new file mode 100644 index 0000000000000000000000000000000000000000..09a7f9f62e831962b179f915eebc8c7de2f80aeb --- /dev/null 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(d=0.0035) + 192 ADVE Scientific 0.0064 #1 [3277] Scientific (d=0.0064) | #2 [2308] Memo (d=0.0066) | #3 [2226] Memo (d=0.0067) | #4 [1805] Letter (d=0.0067) | #5 [1267] Letter (d=0.0068) | #6 [1060] Form (d=0.0068) | #7 [2313] Memo (d=0.0068) | #8 [847] Form (d=0.0068) | #9 [2536] News (d=0.0068) | #10 [999] Form (d=0.0069) + 18 ADVE Letter 0.0044 #1 [1520] Letter (d=0.0044) | #2 [87] ADVE (d=0.0049) | #3 [35] ADVE (d=0.0049) | #4 [117] ADVE (d=0.0050) | #5 [105] ADVE (d=0.0051) | #6 [224] ADVE (d=0.0052) | #7 [904] Form (d=0.0052) | #8 [1068] Form (d=0.0052) | #9 [2480] News (d=0.0053) | #10 [82] ADVE (d=0.0055) + 158 ADVE News 0.0024 #1 [2628] News (d=0.0024) | #2 [3] ADVE (d=0.0030) | #3 [82] ADVE (d=0.0033) | #4 [2573] News (d=0.0034) | #5 [2603] News (d=0.0036) | #6 [2462] News (d=0.0036) | #7 [2452] News (d=0.0036) | #8 [1078] Form (d=0.0037) | #9 [228] ADVE (d=0.0037) | #10 [2498] News (d=0.0038) + 170 ADVE News 0.0061 #1 [2470] News (d=0.0061) | #2 [229] ADVE (d=0.0061) | #3 [62] ADVE (d=0.0063) | #4 [81] ADVE (d=0.0064) | #5 [171] ADVE (d=0.0066) | #6 [104] ADVE (d=0.0067) | #7 [59] ADVE (d=0.0067) | #8 [101] ADVE (d=0.0068) | #9 [172] ADVE (d=0.0069) | #10 [220] ADVE (d=0.0070) + 113 ADVE Memo 0.0022 #1 [2298] Memo (d=0.0022) | #2 [1443] Letter (d=0.0023) | #3 [1394] Letter (d=0.0023) | #4 [2404] Memo (d=0.0024) | #5 [1536] Letter (d=0.0026) | #6 [2937] Report (d=0.0026) | #7 [2911] Report (d=0.0027) | #8 [2393] Memo (d=0.0027) | #9 [1329] Letter (d=0.0027) | #10 [1673] Letter (d=0.0027) + 133 ADVE Letter 0.0035 #1 [1630] Letter (d=0.0035) | #2 [2866] Report (d=0.0036) | #3 [1528] Letter (d=0.0039) | #4 [1462] Letter (d=0.0040) | #5 [1521] Letter (d=0.0041) | #6 [1167] Form (d=0.0045) | #7 [1488] Letter (d=0.0045) | #8 [1429] Letter (d=0.0046) | #9 [1514] Letter (d=0.0046) | #10 [1370] Letter (d=0.0047) + 29 ADVE News 0.0045 #1 [2587] News (d=0.0045) | #2 [2563] News (d=0.0047) | #3 [2513] News (d=0.0047) | #4 [1209] Form (d=0.0048) | #5 [2552] News (d=0.0050) | #6 [929] Form (d=0.0052) | #7 [3380] Scientific (d=0.0052) | #8 [2623] News (d=0.0054) | #9 [851] Form (d=0.0054) | #10 [1068] Form (d=0.0054) + 108 ADVE Form 0.0036 #1 [1006] Form (d=0.0036) | #2 [1663] Letter (d=0.0037) | #3 [1182] Form (d=0.0037) | #4 [1232] Form (d=0.0037) | #5 [2854] Report (d=0.0038) | #6 [1827] Memo (d=0.0039) | #7 [953] Form (d=0.0041) | #8 [1648] Letter (d=0.0041) | #9 [1623] Letter (d=0.0041) | #10 [3301] Scientific (d=0.0042) + +Label: Email (13 bad cases / 115 total test images) + Sampled 13 / 13 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 743 Email Letter 0.0019 #1 [1466] Letter (d=0.0019) | #2 [402] Email (d=0.0024) | #3 [775] Email (d=0.0024) | #4 [802] Email (d=0.0024) | #5 [747] Email (d=0.0025) | #6 [2969] Report (d=0.0026) | #7 [3083] Report (d=0.0027) | #8 [1089] Form (d=0.0027) | #9 [3145] Resume (d=0.0028) | #10 [1137] Form (d=0.0028) + 739 Email Report 0.0039 #1 [3062] Report (d=0.0039) | #2 [787] Email (d=0.0043) | #3 [800] Email (d=0.0045) | #4 [776] Email (d=0.0047) | #5 [752] Email (d=0.0048) | #6 [711] Email (d=0.0048) | #7 [775] Email (d=0.0049) | #8 [710] Email (d=0.0049) | #9 [3202] Resume (d=0.0050) | #10 [764] Email (d=0.0051) + 797 Email Memo 0.0030 #1 [1863] Memo (d=0.0030) | #2 [2135] Memo (d=0.0031) | #3 [2204] Memo (d=0.0034) | #4 [1954] Memo (d=0.0034) | #5 [795] Email (d=0.0035) | #6 [1522] Letter (d=0.0035) | #7 [2207] Memo (d=0.0036) | #8 [2133] Memo (d=0.0036) | #9 [1997] Memo (d=0.0036) | #10 [1982] Memo (d=0.0037) + 348 Email Scientific 0.0035 #1 [3459] Scientific (d=0.0035) | #2 [275] Email (d=0.0036) | #3 [286] Email (d=0.0037) | #4 [326] Email (d=0.0038) | #5 [279] Email (d=0.0038) | #6 [2215] Memo (d=0.0039) | #7 [675] Email (d=0.0039) | #8 [308] Email (d=0.0039) | #9 [290] Email (d=0.0041) | #10 [3329] Scientific (d=0.0041) + 709 Email Memo 0.0026 #1 [2111] Memo (d=0.0026) | #2 [1026] Form (d=0.0027) | #3 [1685] Letter (d=0.0027) | #4 [2101] Memo (d=0.0028) | #5 [2813] Note (d=0.0029) | #6 [1254] Form (d=0.0029) | #7 [1985] Memo (d=0.0029) | #8 [1934] Memo (d=0.0029) | #9 [2228] Memo (d=0.0030) | #10 [1579] Letter (d=0.0030) + 748 Email Letter 0.0027 #1 [1299] Letter (d=0.0027) | #2 [1559] Letter (d=0.0030) | #3 [1413] Letter (d=0.0031) | #4 [747] Email (d=0.0032) | #5 [3202] Resume (d=0.0033) | #6 [1750] Letter (d=0.0034) | #7 [1754] Letter (d=0.0034) | #8 [2276] Memo (d=0.0034) | #9 [1741] Letter (d=0.0035) | #10 [764] Email (d=0.0035) + 452 Email Letter 0.0031 #1 [1264] Letter (d=0.0031) | #2 [2061] Memo (d=0.0033) | #3 [465] Email (d=0.0035) | #4 [2437] Memo (d=0.0036) | #5 [2266] Memo (d=0.0037) | #6 [828] Email (d=0.0037) | #7 [507] Email (d=0.0037) | #8 [2442] Memo (d=0.0037) | #9 [3112] Resume (d=0.0038) | #10 [2219] Memo (d=0.0038) + 738 Email Memo 0.0034 #1 [1860] Memo (d=0.0034) | #2 [1315] Letter (d=0.0035) | #3 [775] Email (d=0.0036) | #4 [3335] Scientific (d=0.0038) | #5 [2406] Memo (d=0.0038) | #6 [806] Email (d=0.0038) | #7 [736] Email (d=0.0039) | #8 [747] Email (d=0.0040) | #9 [787] Email (d=0.0040) | #10 [2933] Report (d=0.0041) + 825 Email Memo 0.0023 #1 [2171] Memo (d=0.0023) | #2 [2129] Memo (d=0.0027) | #3 [337] Email (d=0.0027) | #4 [1954] Memo (d=0.0027) | #5 [1518] Letter (d=0.0027) | #6 [3297] Scientific (d=0.0028) | #7 [1501] Letter (d=0.0028) | #8 [2034] Memo (d=0.0028) | #9 [637] Email (d=0.0029) | #10 [3121] Resume (d=0.0030) + 331 Email Memo 0.0031 #1 [1979] Memo (d=0.0031) | #2 [2073] Memo (d=0.0032) | #3 [2701] Note (d=0.0035) | #4 [337] Email (d=0.0035) | #5 [2180] Memo (d=0.0037) | #6 [2196] Memo (d=0.0037) | #7 [2133] Memo (d=0.0037) | #8 [656] Email (d=0.0037) | #9 [2142] Memo (d=0.0037) | #10 [1995] Memo (d=0.0038) + 609 Email Memo 0.0036 #1 [2133] Memo (d=0.0036) | #2 [527] Email (d=0.0036) | #3 [2180] Memo (d=0.0036) | #4 [2132] Memo (d=0.0037) | #5 [1791] Letter (d=0.0038) | #6 [1889] Memo (d=0.0039) | #7 [450] Email (d=0.0039) | #8 [2124] Memo (d=0.0039) | #9 [1474] Letter (d=0.0040) | #10 [279] Email (d=0.0041) + 250 Email Memo 0.0032 #1 [2225] Memo (d=0.0032) | #2 [598] Email (d=0.0034) | #3 [3061] Report (d=0.0035) | #4 [1479] Letter (d=0.0037) | #5 [3297] Scientific (d=0.0037) | #6 [347] Email (d=0.0037) | #7 [2841] Report (d=0.0038) | #8 [451] Email (d=0.0038) | #9 [1690] Letter (d=0.0038) | #10 [1494] Letter (d=0.0038) + 469 Email Memo 0.0036 #1 [1954] Memo (d=0.0036) | #2 [2180] Memo (d=0.0037) | #3 [540] Email (d=0.0038) | #4 [467] Email (d=0.0038) | #5 [260] Email (d=0.0039) | #6 [543] Email (d=0.0040) | #7 [504] Email (d=0.0041) | #8 [615] Email (d=0.0041) | #9 [527] Email (d=0.0041) | #10 [1995] Memo (d=0.0041) + +Label: Form (30 bad cases / 79 total test images) + Sampled 20 / 30 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 1140 Form Resume 0.0026 #1 [3120] Resume (d=0.0026) | #2 [2937] Report (d=0.0029) | #3 [1045] Form (d=0.0029) | #4 [2379] Memo (d=0.0030) | #5 [1907] Memo (d=0.0030) | #6 [2299] Memo (d=0.0030) | #7 [1501] Letter (d=0.0031) | #8 [2245] Memo (d=0.0031) | #9 [3218] Resume (d=0.0031) | #10 [3269] Scientific (d=0.0031) + 933 Form Letter 0.0031 #1 [1311] Letter (d=0.0031) | #2 [853] Form (d=0.0032) | #3 [3301] Scientific (d=0.0034) | #4 [2900] Report (d=0.0035) | #5 [1213] Form (d=0.0037) | #6 [1939] Memo (d=0.0037) | #7 [1239] Form (d=0.0037) | #8 [955] Form (d=0.0038) | #9 [1245] Form (d=0.0038) | #10 [1122] Form (d=0.0038) + 994 Form Scientific 0.0027 #1 [3301] Scientific (d=0.0027) | #2 [2932] Report (d=0.0032) | #3 [945] Form (d=0.0034) | #4 [1194] Form (d=0.0034) | #5 [1257] Form (d=0.0037) | #6 [901] Form (d=0.0038) | #7 [1122] Form (d=0.0038) | #8 [914] Form (d=0.0039) | #9 [2900] Report (d=0.0039) | #10 [3462] Scientific (d=0.0039) + 859 Form Scientific 0.0028 #1 [3281] Scientific (d=0.0028) | #2 [2196] Memo (d=0.0029) | #3 [862] Form (d=0.0030) | #4 [2706] Note (d=0.0032) | #5 [3334] Scientific (d=0.0032) | #6 [1968] Memo (d=0.0032) | #7 [1927] Memo (d=0.0032) | #8 [2313] Memo (d=0.0034) | #9 [1941] Memo (d=0.0035) | #10 [2083] Memo (d=0.0035) + 1014 Form Note 0.0023 #1 [2699] Note (d=0.0023) | #2 [1157] Form (d=0.0024) | #3 [2700] Note (d=0.0024) | #4 [2130] Memo (d=0.0027) | #5 [2275] Memo (d=0.0027) | #6 [1183] Form (d=0.0028) | #7 [1996] Memo (d=0.0028) | #8 [3120] Resume (d=0.0029) | #9 [2005] Memo (d=0.0029) | #10 [1045] Form (d=0.0029) + 1001 Form Memo 0.0028 #1 [1899] Memo (d=0.0028) | #2 [1944] Memo (d=0.0028) | #3 [1123] Form (d=0.0028) | #4 [2330] Memo (d=0.0028) | #5 [1343] Letter (d=0.0029) | #6 [1969] Memo (d=0.0029) | #7 [1886] Memo (d=0.0030) | #8 [1907] Memo (d=0.0030) | #9 [1139] Form (d=0.0030) | #10 [1829] Memo (d=0.0030) + 863 Form Report 0.0019 #1 [2911] Report (d=0.0019) | #2 [2700] Note (d=0.0020) | #3 [2877] Report (d=0.0023) | #4 [2974] Report (d=0.0023) | #5 [2407] Memo (d=0.0024) | #6 [1536] Letter (d=0.0024) | #7 [3191] Resume (d=0.0024) | #8 [2960] Report (d=0.0024) | #9 [1533] Letter (d=0.0025) | #10 [2153] Memo (d=0.0025) + 1020 Form Report 0.0037 #1 [2921] Report (d=0.0037) | #2 [1225] Form (d=0.0040) | #3 [898] Form (d=0.0043) | #4 [2332] Memo (d=0.0044) | #5 [2663] Note (d=0.0044) | #6 [834] Form (d=0.0044) | #7 [3318] Scientific (d=0.0045) | #8 [2413] Memo (d=0.0046) | #9 [2360] Memo (d=0.0046) | #10 [3286] Scientific (d=0.0046) + 1248 Form Resume 0.0037 #1 [3175] Resume (d=0.0037) | #2 [904] Form (d=0.0039) | #3 [929] Form (d=0.0039) | #4 [121] ADVE (d=0.0039) | #5 [2614] News (d=0.0040) | #6 [1199] Form (d=0.0040) | #7 [1084] Form (d=0.0041) | #8 [2504] News (d=0.0042) | #9 [154] ADVE (d=0.0043) | #10 [120] ADVE (d=0.0043) + 1071 Form Memo 0.0020 #1 [2331] Memo (d=0.0020) | #2 [1038] Form (d=0.0021) | #3 [1028] Form (d=0.0022) | #4 [2087] Memo (d=0.0023) | #5 [2042] Memo (d=0.0023) | #6 [1143] Form (d=0.0025) | #7 [1716] Letter (d=0.0025) | #8 [883] Form (d=0.0026) | #9 [2168] Memo (d=0.0027) | #10 [3205] Resume (d=0.0027) + 1246 Form News 0.0042 #1 [2559] News (d=0.0042) | #2 [2603] News (d=0.0049) | #3 [30] ADVE (d=0.0052) | #4 [2560] News (d=0.0053) | #5 [854] Form (d=0.0053) | #6 [2501] News (d=0.0054) | #7 [922] Form (d=0.0055) | #8 [1240] Form (d=0.0055) | #9 [2479] News (d=0.0056) | #10 [2513] News (d=0.0056) + 890 Form Scientific 0.0025 #1 [3355] Scientific (d=0.0025) | #2 [3333] Scientific (d=0.0026) | #3 [2745] Note (d=0.0028) | #4 [1915] Memo (d=0.0029) | #5 [3107] Resume (d=0.0030) | #6 [2674] Note (d=0.0031) | #7 [1003] Form (d=0.0033) | #8 [3307] Scientific (d=0.0033) | #9 [2127] Memo (d=0.0033) | #10 [1883] Memo (d=0.0034) + 860 Form Memo 0.0024 #1 [2378] Memo (d=0.0024) | #2 [1815] Letter (d=0.0029) | #3 [869] Form (d=0.0030) | #4 [3100] Report (d=0.0031) | #5 [1773] Letter (d=0.0031) | #6 [2386] Memo (d=0.0031) | #7 [2410] Memo (d=0.0031) | #8 [2323] Memo (d=0.0031) | #9 [2295] Memo (d=0.0031) | #10 [2100] Memo (d=0.0031) + 1171 Form News 0.0041 #1 [2499] News (d=0.0041) | #2 [1197] Form (d=0.0042) | #3 [922] Form (d=0.0045) | #4 [120] ADVE (d=0.0045) | #5 [854] Form (d=0.0047) | #6 [1170] Form (d=0.0047) | #7 [2501] News (d=0.0047) | #8 [1199] Form (d=0.0047) | #9 [2462] News (d=0.0048) | #10 [2498] News (d=0.0049) + 1103 Form Letter 0.0022 #1 [1261] Letter (d=0.0022) | #2 [963] Form (d=0.0026) | #3 [942] Form (d=0.0027) | #4 [1254] Form (d=0.0027) | #5 [1944] Memo (d=0.0028) | #6 [2130] Memo (d=0.0028) | #7 [1878] Memo (d=0.0028) | #8 [1329] Letter (d=0.0029) | #9 [1343] Letter (d=0.0029) | #10 [1886] Memo (d=0.0029) + 843 Form Memo 0.0026 #1 [2139] Memo (d=0.0026) | #2 [1922] Memo (d=0.0029) | #3 [900] Form (d=0.0029) | #4 [2129] Memo (d=0.0029) | #5 [1927] Memo (d=0.0030) | #6 [2133] Memo (d=0.0031) | #7 [3333] Scientific (d=0.0031) | #8 [2171] Memo (d=0.0032) | #9 [1792] Letter (d=0.0032) | #10 [1971] Memo (d=0.0032) + 835 Form Memo 0.0021 #1 [2095] Memo (d=0.0021) | #2 [870] Form (d=0.0022) | #3 [3154] Resume (d=0.0022) | #4 [1516] Letter (d=0.0023) | #5 [2153] Memo (d=0.0023) | #6 [3206] Resume (d=0.0023) | #7 [2130] Memo (d=0.0024) | #8 [3009] Report (d=0.0024) | #9 [2911] Report (d=0.0024) | #10 [2922] Report (d=0.0024) + 841 Form Memo 0.0021 #1 [2076] Memo (d=0.0021) | #2 [2886] Report (d=0.0022) | #3 [3123] Resume (d=0.0022) | #4 [3009] Report (d=0.0022) | #5 [1985] Memo (d=0.0023) | #6 [3205] Resume (d=0.0023) | #7 [2911] Report (d=0.0023) | #8 [1136] Form (d=0.0023) | #9 [1294] Letter (d=0.0023) | #10 [1516] Letter (d=0.0023) + 1025 Form Email 0.0029 #1 [260] Email (d=0.0029) | #2 [2442] Memo (d=0.0031) | #3 [1954] Memo (d=0.0032) | #4 [3459] Scientific (d=0.0033) | #5 [1863] Memo (d=0.0034) | #6 [2702] Note (d=0.0036) | #7 [376] Email (d=0.0037) | #8 [1022] Form (d=0.0037) | #9 [2661] Note (d=0.0038) | #10 [345] Email (d=0.0039) + 1155 Form Memo 0.0034 #1 [2209] Memo (d=0.0034) | #2 [1005] Form (d=0.0034) | #3 [3359] Scientific (d=0.0036) | #4 [1089] Form (d=0.0037) | #5 [2229] Memo (d=0.0038) | #6 [845] Form (d=0.0039) | #7 [3061] Report (d=0.0040) | #8 [1393] Letter (d=0.0041) | #9 [1153] Form (d=0.0041) | #10 [1147] Form (d=0.0041) + +Label: Letter (48 bad cases / 114 total test images) + Sampled 20 / 48 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 1811 Letter Memo 0.0028 #1 [2310] Memo (d=0.0028) | #2 [1803] Letter (d=0.0030) | #3 [1805] Letter (d=0.0030) | #4 [1036] Form (d=0.0030) | #5 [2370] Memo (d=0.0031) | #6 [958] Form (d=0.0031) | #7 [1830] Memo (d=0.0032) | #8 [2536] News (d=0.0032) | #9 [2371] Memo (d=0.0032) | #10 [2347] Memo (d=0.0033) + 1441 Letter Report 0.0022 #1 [2974] Report (d=0.0022) | #2 [1540] Letter (d=0.0028) | #3 [1673] Letter (d=0.0029) | #4 [3167] Resume (d=0.0030) | #5 [1453] Letter (d=0.0030) | #6 [1342] Letter (d=0.0030) | #7 [3183] Resume (d=0.0031) | #8 [2153] Memo (d=0.0033) | #9 [1446] Letter (d=0.0033) | #10 [1394] Letter (d=0.0034) + 1323 Letter Memo 0.0024 #1 [2424] Memo (d=0.0024) | #2 [1037] Form (d=0.0027) | #3 [2203] Memo (d=0.0028) | #4 [2060] Memo (d=0.0028) | #5 [2440] Memo (d=0.0028) | #6 [2971] Report (d=0.0028) | #7 [1661] Letter (d=0.0029) | #8 [1342] Letter (d=0.0029) | #9 [1516] Letter (d=0.0029) | #10 [1366] Letter (d=0.0029) + 1798 Letter Memo 0.0023 #1 [2386] Memo (d=0.0023) | #2 [2394] Memo (d=0.0027) | #3 [2321] Memo (d=0.0027) | #4 [3100] Report (d=0.0028) | #5 [2371] Memo (d=0.0029) | #6 [1773] Letter (d=0.0029) | #7 [1764] Letter (d=0.0029) | #8 [855] Form (d=0.0029) | #9 [1137] Form (d=0.0029) | #10 [1890] Memo (d=0.0030) + 1701 Letter Report 0.0028 #1 [2863] Report (d=0.0028) | #2 [2027] Memo (d=0.0028) | #3 [1537] Letter (d=0.0031) | #4 [1532] Letter (d=0.0032) | #5 [1590] Letter (d=0.0033) | #6 [2405] Memo (d=0.0033) | #7 [3043] Report (d=0.0034) | #8 [1217] Form (d=0.0034) | #9 [2973] Report (d=0.0035) | #10 [1369] Letter (d=0.0036) + 1433 Letter Report 0.0030 #1 [2905] Report (d=0.0030) | #2 [2903] Report (d=0.0032) | #3 [3476] Scientific (d=0.0033) | #4 [1462] Letter (d=0.0034) | #5 [1592] Letter (d=0.0034) | #6 [1622] Letter (d=0.0035) | #7 [1598] Letter (d=0.0036) | #8 [2866] Report (d=0.0036) | #9 [1528] Letter (d=0.0037) | #10 [1432] Letter (d=0.0037) + 1403 Letter Memo 0.0020 #1 [2177] Memo (d=0.0020) | #2 [3099] Report (d=0.0021) | #3 [2043] Memo (d=0.0022) | #4 [1381] Letter (d=0.0022) | #5 [1326] Letter (d=0.0022) | #6 [3192] Resume (d=0.0022) | #7 [3127] Resume (d=0.0022) | #8 [1371] Letter (d=0.0022) | #9 [1966] Memo (d=0.0023) | #10 [2140] Memo (d=0.0023) + 1385 Letter Report 0.0018 #1 [2937] Report (d=0.0018) | #2 [2299] Memo (d=0.0018) | #3 [1501] Letter (d=0.0019) | #4 [2019] Memo (d=0.0019) | #5 [2150] Memo (d=0.0020) | #6 [1896] Memo (d=0.0020) | #7 [3082] Report (d=0.0020) | #8 [1576] Letter (d=0.0021) | #9 [1924] Memo (d=0.0021) | #10 [2017] Memo (d=0.0021) + 1395 Letter Memo 0.0024 #1 [2299] Memo (d=0.0024) | #2 [2937] Report (d=0.0025) | #3 [2172] Memo (d=0.0025) | #4 [1446] Letter (d=0.0025) | #5 [2088] Memo (d=0.0026) | #6 [1907] Memo (d=0.0026) | #7 [2230] Memo (d=0.0027) | #8 [2297] Memo (d=0.0027) | #9 [2946] Report (d=0.0027) | #10 [1574] Letter (d=0.0027) + 1418 Letter Memo 0.0020 #1 [2152] Memo (d=0.0020) | #2 [1261] Letter (d=0.0021) | #3 [1903] Memo (d=0.0024) | #4 [1941] Memo (d=0.0025) | #5 [1320] Letter (d=0.0025) | #6 [2377] Memo (d=0.0025) | #7 [1969] Memo (d=0.0025) | #8 [2397] Memo (d=0.0026) | #9 [2147] Memo (d=0.0026) | #10 [1922] Memo (d=0.0026) + 1647 Letter Report 0.0022 #1 [2929] Report (d=0.0022) | #2 [1650] Letter (d=0.0022) | #3 [2098] Memo (d=0.0022) | #4 [1813] Letter (d=0.0022) | #5 [2813] Note (d=0.0023) | #6 [2347] Memo (d=0.0023) | #7 [1038] Form (d=0.0023) | #8 [1472] Letter (d=0.0024) | #9 [2331] Memo (d=0.0024) | #10 [1399] Letter (d=0.0024) + 1799 Letter Memo 0.0022 #1 [1889] Memo (d=0.0022) | #2 [639] Email (d=0.0024) | #3 [1967] Memo (d=0.0024) | #4 [1971] Memo (d=0.0025) | #5 [2142] Memo (d=0.0025) | #6 [2368] Memo (d=0.0025) | #7 [2281] Memo (d=0.0026) | #8 [2129] Memo (d=0.0026) | #9 [1906] Memo (d=0.0026) | #10 [3100] Report (d=0.0026) + 1367 Letter Report 0.0036 #1 [2908] Report (d=0.0036) | #2 [2129] Memo (d=0.0037) | #3 [1981] Memo (d=0.0038) | #4 [1826] Letter (d=0.0038) | #5 [1139] Form (d=0.0039) | #6 [1650] Letter (d=0.0039) | #7 [3105] Resume (d=0.0039) | #8 [1432] Letter (d=0.0040) | #9 [1584] Letter (d=0.0040) | #10 [1947] Memo (d=0.0040) + 1628 Letter Report 0.0018 #1 [2974] Report (d=0.0018) | #2 [1567] Letter (d=0.0018) | #3 [1536] Letter (d=0.0019) | #4 [2391] Memo (d=0.0019) | #5 [3415] Scientific (d=0.0020) | #6 [2184] Memo (d=0.0021) | #7 [2404] Memo (d=0.0022) | #8 [2340] Memo (d=0.0022) | #9 [1285] Letter (d=0.0022) | #10 [3087] Report (d=0.0022) + 1558 Letter Report 0.0018 #1 [2936] Report (d=0.0018) | #2 [1550] Letter (d=0.0020) | #3 [3198] Resume (d=0.0029) | #4 [1423] Letter (d=0.0030) | #5 [1726] Letter (d=0.0030) | #6 [2887] Report (d=0.0031) | #7 [1535] Letter (d=0.0031) | #8 [1525] Letter (d=0.0032) | #9 [2881] Report (d=0.0032) | #10 [1465] Letter (d=0.0033) + 1738 Letter Report 0.0022 #1 [3009] Report (d=0.0022) | #2 [1447] Letter (d=0.0023) | #3 [1408] Letter (d=0.0024) | #4 [2929] Report (d=0.0024) | #5 [1636] Letter (d=0.0025) | #6 [1326] Letter (d=0.0026) | #7 [1726] Letter (d=0.0027) | #8 [1750] Letter (d=0.0027) | #9 [1141] Form (d=0.0027) | #10 [2153] Memo (d=0.0027) + 1686 Letter Form 0.0032 #1 [1066] Form (d=0.0032) | #2 [1561] Letter (d=0.0032) | #3 [1640] Letter (d=0.0034) | #4 [1700] Letter (d=0.0034) | #5 [1656] Letter (d=0.0035) | #6 [1488] Letter (d=0.0035) | #7 [1258] Form (d=0.0036) | #8 [2331] Memo (d=0.0036) | #9 [1552] Letter (d=0.0036) | #10 [1907] Memo (d=0.0037) + 1456 Letter Memo 0.0027 #1 [2152] Memo (d=0.0027) | #2 [2129] Memo (d=0.0027) | #3 [1941] Memo (d=0.0028) | #4 [1363] Letter (d=0.0028) | #5 [2171] Memo (d=0.0029) | #6 [1593] Letter (d=0.0029) | #7 [1922] Memo (d=0.0029) | #8 [1619] Letter (d=0.0029) | #9 [1971] Memo (d=0.0029) | #10 [2186] Memo (d=0.0029) + 1781 Letter Resume 0.0025 #1 [3192] Resume (d=0.0025) | #2 [2022] Memo (d=0.0025) | #3 [1895] Memo (d=0.0027) | #4 [3406] Scientific (d=0.0027) | #5 [3136] Resume (d=0.0028) | #6 [1876] Memo (d=0.0028) | #7 [2969] Report (d=0.0028) | #8 [2140] Memo (d=0.0029) | #9 [2017] Memo (d=0.0029) | #10 [2069] Memo (d=0.0030) + 1397 Letter Memo 0.0021 #1 [1996] Memo (d=0.0021) | #2 [2153] Memo (d=0.0022) | #3 [1737] Letter (d=0.0022) | #4 [2298] Memo (d=0.0022) | #5 [1294] Letter (d=0.0022) | #6 [3193] Resume (d=0.0023) | #7 [1624] Letter (d=0.0023) | #8 [1293] Letter (d=0.0024) | #9 [1730] Letter (d=0.0024) | #10 [1329] Letter (d=0.0024) + +Label: Memo (41 bad cases / 130 total test images) + Sampled 20 / 41 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 2411 Memo Letter 0.0030 #1 [1343] Letter (d=0.0030) | #2 [2236] Memo (d=0.0030) | #3 [2378] Memo (d=0.0031) | #4 [2323] Memo (d=0.0031) | #5 [2356] Memo (d=0.0031) | #6 [1290] Letter (d=0.0031) | #7 [2376] Memo (d=0.0031) | #8 [2360] Memo (d=0.0031) | #9 [1619] Letter (d=0.0031) | #10 [1906] Memo (d=0.0031) + 2198 Memo Scientific 0.0033 #1 [3271] Scientific (d=0.0033) | #2 [2900] Report (d=0.0036) | #3 [1200] Form (d=0.0037) | #4 [1443] Letter (d=0.0038) | #5 [2700] Note (d=0.0040) | #6 [1837] Memo (d=0.0040) | #7 [3090] Report (d=0.0040) | #8 [1239] Form (d=0.0040) | #9 [3075] Report (d=0.0040) | #10 [3086] Report (d=0.0041) + 2389 Memo Letter 0.0023 #1 [1536] Letter (d=0.0023) | #2 [2273] Memo (d=0.0023) | #3 [3471] Scientific (d=0.0024) | #4 [2020] Memo (d=0.0024) | #5 [2380] Memo (d=0.0025) | #6 [2036] Memo (d=0.0025) | #7 [2341] Memo (d=0.0025) | #8 [2911] Report (d=0.0026) | #9 [3277] Scientific (d=0.0026) | #10 [2310] Memo (d=0.0026) + 2339 Memo Letter 0.0023 #1 [1443] Letter (d=0.0023) | #2 [3218] Resume (d=0.0023) | #3 [1877] Memo (d=0.0023) | #4 [2393] Memo (d=0.0023) | #5 [1996] Memo (d=0.0023) | #6 [2364] Memo (d=0.0024) | #7 [2937] Report (d=0.0024) | #8 [2438] Memo (d=0.0025) | #9 [1837] Memo (d=0.0026) | #10 [2392] Memo (d=0.0026) + 2375 Memo Report 0.0019 #1 [2937] Report (d=0.0019) | #2 [1896] Memo (d=0.0019) | #3 [2335] Memo (d=0.0020) | #4 [1737] Letter (d=0.0020) | #5 [1996] Memo (d=0.0021) | #6 [2332] Memo (d=0.0021) | #7 [1576] Letter (d=0.0021) | #8 [2969] Report (d=0.0021) | #9 [3082] Report (d=0.0022) | #10 [2103] Memo (d=0.0022) + 2208 Memo Letter 0.0020 #1 [1446] Letter (d=0.0020) | #2 [2153] Memo (d=0.0022) | #3 [2298] Memo (d=0.0023) | #4 [1329] Letter (d=0.0023) | #5 [1730] Letter (d=0.0026) | #6 [2098] Memo (d=0.0027) | #7 [2974] Report (d=0.0027) | #8 [1907] Memo (d=0.0027) | #9 [1368] Letter (d=0.0027) | #10 [2155] Memo (d=0.0028) + 2293 Memo Report 0.0020 #1 [2937] Report (d=0.0020) | #2 [3120] Resume (d=0.0021) | #3 [2153] Memo (d=0.0024) | #4 [2005] Memo (d=0.0024) | #5 [2075] Memo (d=0.0024) | #6 [3009] Report (d=0.0024) | #7 [1489] Letter (d=0.0025) | #8 [2088] Memo (d=0.0026) | #9 [2234] Memo (d=0.0026) | #10 [2299] Memo (d=0.0026) + 2025 Memo Report 0.0022 #1 [2851] Report (d=0.0022) | #2 [3229] Scientific (d=0.0022) | #3 [1921] Memo (d=0.0025) | #4 [3460] Scientific (d=0.0026) | #5 [1296] Letter (d=0.0030) | #6 [2070] Memo (d=0.0030) | #7 [2893] Report (d=0.0030) | #8 [2189] Memo (d=0.0030) | #9 [1770] Letter (d=0.0031) | #10 [1568] Letter (d=0.0031) + 1988 Memo Resume 0.0023 #1 [3123] Resume (d=0.0023) | #2 [901] Form (d=0.0025) | #3 [2338] Memo (d=0.0025) | #4 [2699] Note (d=0.0025) | #5 [2971] Report (d=0.0025) | #6 [1122] Form (d=0.0025) | #7 [2421] Memo (d=0.0026) | #8 [1970] Memo (d=0.0026) | #9 [2424] Memo (d=0.0026) | #10 [2440] Memo (d=0.0026) + 2316 Memo Letter 0.0023 #1 [1442] Letter (d=0.0023) | #2 [1948] Memo (d=0.0023) | #3 [1404] Letter (d=0.0024) | #4 [1393] Letter (d=0.0027) | #5 [1516] Letter (d=0.0027) | #6 [1330] Letter (d=0.0031) | #7 [2136] Memo (d=0.0031) | #8 [1970] Memo (d=0.0031) | #9 [1737] Letter (d=0.0031) | #10 [1508] Letter (d=0.0031) + 2210 Memo Report 0.0034 #1 [3068] Report (d=0.0034) | #2 [2427] Memo (d=0.0036) | #3 [3369] Scientific (d=0.0036) | #4 [3131] Resume (d=0.0037) | #5 [2854] Report (d=0.0037) | #6 [2095] Memo (d=0.0038) | #7 [3154] Resume (d=0.0038) | #8 [2212] Memo (d=0.0039) | #9 [2011] Memo (d=0.0039) | #10 [2267] Memo (d=0.0039) + 2291 Memo Note 0.0023 #1 [2815] Note (d=0.0023) | #2 [3103] Resume (d=0.0025) | #3 [3214] Resume (d=0.0025) | #4 [1294] Letter (d=0.0026) | #5 [2036] Memo (d=0.0026) | #6 [3176] Resume (d=0.0027) | #7 [2391] Memo (d=0.0027) | #8 [2355] Memo (d=0.0027) | #9 [1137] Form (d=0.0028) | #10 [2845] Report (d=0.0028) + 2149 Memo Resume 0.0022 #1 [3122] Resume (d=0.0022) | #2 [3218] Resume (d=0.0026) | #3 [1934] Memo (d=0.0026) | #4 [3126] Resume (d=0.0026) | #5 [2172] Memo (d=0.0028) | #6 [2937] Report (d=0.0028) | #7 [1991] Memo (d=0.0030) | #8 [3098] Report (d=0.0030) | #9 [3138] Resume (d=0.0030) | #10 [1908] Memo (d=0.0031) + 1898 Memo Note 0.0021 #1 [2733] Note (d=0.0021) | #2 [1124] Form (d=0.0023) | #3 [1038] Form (d=0.0023) | #4 [894] Form (d=0.0024) | #5 [1427] Letter (d=0.0024) | #6 [2960] Report (d=0.0025) | #7 [1940] Memo (d=0.0025) | #8 [1032] Form (d=0.0026) | #9 [1294] Letter (d=0.0026) | #10 [1516] Letter (d=0.0026) + 1920 Memo Form 0.0026 #1 [1136] Form (d=0.0026) | #2 [2407] Memo (d=0.0027) | #3 [1918] Memo (d=0.0029) | #4 [2436] Memo (d=0.0029) | #5 [1057] Form (d=0.0030) | #6 [1806] Letter (d=0.0030) | #7 [2042] Memo (d=0.0030) | #8 [2911] Report (d=0.0030) | #9 [1636] Letter (d=0.0031) | #10 [1947] Memo (d=0.0031) + 2280 Memo Letter 0.0025 #1 [1730] Letter (d=0.0025) | #2 [2234] Memo (d=0.0026) | #3 [2857] Report (d=0.0027) | #4 [1547] Letter (d=0.0027) | #5 [2937] Report (d=0.0027) | #6 [3193] Resume (d=0.0028) | #7 [2229] Memo (d=0.0028) | #8 [2239] Memo (d=0.0029) | #9 [2941] Report (d=0.0029) | #10 [1508] Letter (d=0.0029) + 2048 Memo Form 0.0040 #1 [940] Form (d=0.0040) | #2 [3375] Scientific (d=0.0042) | #3 [1003] Form (d=0.0043) | #4 [817] Email (d=0.0045) | #5 [2300] Memo (d=0.0047) | #6 [2820] Note (d=0.0049) | #7 [2674] Note (d=0.0050) | #8 [2738] Note (d=0.0050) | #9 [2308] Memo (d=0.0050) | #10 [2118] Memo (d=0.0051) + 2277 Memo Report 0.0032 #1 [2911] Report (d=0.0032) | #2 [2098] Memo (d=0.0033) | #3 [1040] Form (d=0.0033) | #4 [707] Email (d=0.0034) | #5 [1437] Letter (d=0.0034) | #6 [1944] Memo (d=0.0034) | #7 [3332] Scientific (d=0.0034) | #8 [2573] News (d=0.0035) | #9 [2042] Memo (d=0.0035) | #10 [2407] Memo (d=0.0035) + 1874 Memo Report 0.0021 #1 [3100] Report (d=0.0021) | #2 [895] Form (d=0.0021) | #3 [1971] Memo (d=0.0022) | #4 [2190] Memo (d=0.0023) | #5 [2036] Memo (d=0.0023) | #6 [1941] Memo (d=0.0023) | #7 [2397] Memo (d=0.0023) | #8 [2378] Memo (d=0.0023) | #9 [1508] Letter (d=0.0023) | #10 [1817] Letter (d=0.0023) + 1845 Memo Letter 0.0022 #1 [1516] Letter (d=0.0022) | #2 [878] Form (d=0.0023) | #3 [2153] Memo (d=0.0023) | #4 [1948] Memo (d=0.0023) | #5 [1970] Memo (d=0.0024) | #6 [3009] Report (d=0.0025) | #7 [1294] Letter (d=0.0025) | #8 [2076] Memo (d=0.0026) | #9 [2937] Report (d=0.0026) | #10 [1446] Letter (d=0.0026) + +Label: News (7 bad cases / 44 total test images) + Sampled 7 / 7 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 2530 News Letter 0.0026 #1 [1784] Letter (d=0.0026) | #2 [1334] Letter (d=0.0027) | #3 [3308] Scientific (d=0.0027) | #4 [2625] News (d=0.0028) | #5 [2484] News (d=0.0028) | #6 [2897] Report (d=0.0030) | #7 [1350] Letter (d=0.0030) | #8 [2534] News (d=0.0030) | #9 [1366] Letter (d=0.0030) | #10 [2566] News (d=0.0030) + 2564 News Letter 0.0037 #1 [1280] Letter (d=0.0037) | #2 [2485] News (d=0.0039) | #3 [3268] Scientific (d=0.0039) | #4 [2911] Report (d=0.0039) | #5 [3411] Scientific (d=0.0039) | #6 [1332] Letter (d=0.0040) | #7 [2585] News (d=0.0040) | #8 [2573] News (d=0.0040) | #9 [2974] Report (d=0.0041) | #10 [2467] News (d=0.0041) + 2490 News Scientific 0.0027 #1 [3326] Scientific (d=0.0027) | #2 [2516] News (d=0.0030) | #3 [3455] Scientific (d=0.0031) | #4 [2526] News (d=0.0034) | #5 [2491] News (d=0.0034) | #6 [2897] Report (d=0.0034) | #7 [2537] News (d=0.0035) | #8 [2511] News (d=0.0035) | #9 [3272] Scientific (d=0.0035) | #10 [1350] Letter (d=0.0035) + 2595 News ADVE 0.0037 #1 [79] ADVE (d=0.0037) | #2 [2614] News (d=0.0040) | #3 [61] ADVE (d=0.0043) | #4 [2499] News (d=0.0044) | #5 [82] ADVE (d=0.0044) | #6 [2532] News (d=0.0044) | #7 [224] ADVE (d=0.0045) | #8 [2470] News (d=0.0045) | #9 [35] ADVE (d=0.0048) | #10 [904] Form (d=0.0048) + 2631 News Report 0.0029 #1 [2844] Report (d=0.0029) | #2 [2355] Memo (d=0.0029) | #3 [3073] Report (d=0.0029) | #4 [1770] Letter (d=0.0029) | #5 [3229] Scientific (d=0.0030) | #6 [2484] News (d=0.0031) | #7 [3277] Scientific (d=0.0032) | #8 [2851] Report (d=0.0032) | #9 [2486] News (d=0.0032) | #10 [3279] Scientific (d=0.0032) + 2458 News Resume 0.0022 #1 [3191] Resume (d=0.0022) | #2 [2055] Memo (d=0.0022) | #3 [1974] Memo (d=0.0022) | #4 [3473] Scientific (d=0.0023) | #5 [2974] Report (d=0.0023) | #6 [3158] Resume (d=0.0023) | #7 [2153] Memo (d=0.0023) | #8 [3415] Scientific (d=0.0024) | #9 [2440] Memo (d=0.0024) | #10 [1531] Letter (d=0.0024) + 2553 News Scientific 0.0027 #1 [3308] Scientific (d=0.0027) | #2 [2599] News (d=0.0028) | #3 [2594] News (d=0.0028) | #4 [3473] Scientific (d=0.0029) | #5 [3277] Scientific (d=0.0030) | #6 [2531] News (d=0.0030) | #7 [2355] Memo (d=0.0031) | #8 [1817] Letter (d=0.0031) | #9 [2583] News (d=0.0031) | #10 [1784] Letter (d=0.0032) + +Label: Note (16 bad cases / 32 total test images) + Sampled 16 / 16 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 2740 Note Memo 0.0018 #1 [1892] Memo (d=0.0018) | #2 [1802] Letter (d=0.0018) | #3 [1063] Form (d=0.0019) | #4 [2378] Memo (d=0.0020) | #5 [2743] Note (d=0.0020) | #6 [2360] Memo (d=0.0020) | #7 [2438] Memo (d=0.0020) | #8 [2693] Note (d=0.0020) | #9 [2739] Note (d=0.0021) | #10 [1969] Memo (d=0.0021) + 2833 Note Memo 0.0034 #1 [2376] Memo (d=0.0034) | #2 [1774] Letter (d=0.0035) | #3 [2797] Note (d=0.0039) | #4 [2323] Memo (d=0.0039) | #5 [1906] Memo (d=0.0041) | #6 [2795] Note (d=0.0042) | #7 [3468] Scientific (d=0.0042) | #8 [2362] Memo (d=0.0042) | #9 [2696] Note (d=0.0042) | #10 [1963] Memo (d=0.0042) + 2684 Note Memo 0.0030 #1 [1968] Memo (d=0.0030) | #2 [2702] Note (d=0.0031) | #3 [3249] Scientific (d=0.0033) | #4 [2659] Note (d=0.0033) | #5 [2737] Note (d=0.0034) | #6 [3334] Scientific (d=0.0034) | #7 [1995] Memo (d=0.0034) | #8 [2742] Note (d=0.0035) | #9 [1058] Form (d=0.0036) | #10 [1954] Memo (d=0.0037) + 2679 Note Memo 0.0035 #1 [2403] Memo (d=0.0035) | #2 [1947] Memo (d=0.0035) | #3 [2190] Memo (d=0.0036) | #4 [2169] Memo (d=0.0037) | #5 [2118] Memo (d=0.0037) | #6 [2699] Note (d=0.0037) | #7 [2088] Memo (d=0.0037) | #8 [2172] Memo (d=0.0038) | #9 [1918] Memo (d=0.0038) | #10 [3099] Report (d=0.0038) + 2664 Note Form 0.0037 #1 [1245] Form (d=0.0037) | #2 [1122] Form (d=0.0037) | #3 [853] Form (d=0.0037) | #4 [2699] Note (d=0.0038) | #5 [2393] Memo (d=0.0039) | #6 [3104] Resume (d=0.0040) | #7 [3111] Resume (d=0.0041) | #8 [961] Form (d=0.0041) | #9 [2712] Note (d=0.0041) | #10 [2678] Note (d=0.0041) + 2793 Note Letter 0.0036 #1 [1775] Letter (d=0.0036) | #2 [2792] Note (d=0.0037) | #3 [2661] Note (d=0.0037) | #4 [2804] Note (d=0.0038) | #5 [1776] Letter (d=0.0038) | #6 [2765] Note (d=0.0038) | #7 [3249] Scientific (d=0.0039) | #8 [2778] Note (d=0.0039) | #9 [1319] Letter (d=0.0039) | #10 [2688] Note (d=0.0040) + 2758 Note Scientific 0.0055 #1 [3316] Scientific (d=0.0055) | #2 [2812] Note (d=0.0059) | #3 [276] Email (d=0.0060) | #4 [509] Email (d=0.0061) | #5 [3249] Scientific (d=0.0064) | #6 [1058] Form (d=0.0065) | #7 [315] Email (d=0.0066) | #8 [2787] Note (d=0.0067) | #9 [340] Email (d=0.0068) | #10 [2720] Note (d=0.0070) + 2722 Note Report 0.0030 #1 [3100] Report (d=0.0030) | #2 [2438] Memo (d=0.0032) | #3 [1971] Memo (d=0.0032) | #4 [1351] Letter (d=0.0032) | #5 [2254] Memo (d=0.0033) | #6 [1421] Letter (d=0.0033) | #7 [3307] Scientific (d=0.0033) | #8 [2127] Memo (d=0.0035) | #9 [1789] Letter (d=0.0035) | #10 [2372] Memo (d=0.0035) + 2719 Note Memo 0.0024 #1 [2032] Memo (d=0.0024) | #2 [2295] Memo (d=0.0024) | #3 [2034] Memo (d=0.0027) | #4 [2258] Memo (d=0.0028) | #5 [1049] Form (d=0.0029) | #6 [1003] Form (d=0.0029) | #7 [318] Email (d=0.0029) | #8 [1815] Letter (d=0.0029) | #9 [2255] Memo (d=0.0029) | #10 [1915] Memo (d=0.0029) + 2835 Note Memo 0.0019 #1 [1996] Memo (d=0.0019) | #2 [2700] Note (d=0.0020) | #3 [1944] Memo (d=0.0021) | #4 [1802] Letter (d=0.0021) | #5 [2739] Note (d=0.0021) | #6 [1837] Memo (d=0.0022) | #7 [1892] Memo (d=0.0022) | #8 [2327] Memo (d=0.0023) | #9 [1330] Letter (d=0.0023) | #10 [2360] Memo (d=0.0023) + 2734 Note Form 0.0025 #1 [871] Form (d=0.0025) | #2 [2694] Note (d=0.0028) | #3 [1955] Memo (d=0.0028) | #4 [1931] Memo (d=0.0029) | #5 [1999] Memo (d=0.0029) | #6 [1922] Memo (d=0.0030) | #7 [1928] Memo (d=0.0030) | #8 [872] Form (d=0.0030) | #9 [1941] Memo (d=0.0031) | #10 [1062] Form (d=0.0031) + 2691 Note Memo 0.0033 #1 [1915] Memo (d=0.0033) | #2 [2147] Memo (d=0.0033) | #3 [2682] Note (d=0.0034) | #4 [2032] Memo (d=0.0037) | #5 [1772] Letter (d=0.0038) | #6 [2382] Memo (d=0.0038) | #7 [1969] Memo (d=0.0038) | #8 [1971] Memo (d=0.0038) | #9 [2133] Memo (d=0.0038) | #10 [2694] Note (d=0.0039) + 2779 Note Scientific 0.0028 #1 [3249] Scientific (d=0.0028) | #2 [2823] Note (d=0.0030) | #3 [2756] Note (d=0.0030) | #4 [2747] Note (d=0.0031) | #5 [2661] Note (d=0.0031) | #6 [1392] Letter (d=0.0031) | #7 [2804] Note (d=0.0032) | #8 [2702] Note (d=0.0032) | #9 [2772] Note (d=0.0033) | #10 [2742] Note (d=0.0034) + 2744 Note Memo 0.0039 #1 [1954] Memo (d=0.0039) | #2 [1777] Letter (d=0.0039) | #3 [2382] Memo (d=0.0041) | #4 [2004] Memo (d=0.0043) | #5 [2388] Memo (d=0.0044) | #6 [1979] Memo (d=0.0045) | #7 [1863] Memo (d=0.0045) | #8 [2125] Memo (d=0.0046) | #9 [1298] Letter (d=0.0046) | #10 [1933] Memo (d=0.0046) + 2644 Note News 0.0035 #1 [2461] News (d=0.0035) | #2 [3454] Scientific (d=0.0039) | #3 [2460] News (d=0.0040) | #4 [2657] Note (d=0.0040) | #5 [2643] Note (d=0.0042) | #6 [1940] Memo (d=0.0043) | #7 [2648] Note (d=0.0045) | #8 [2724] Note (d=0.0046) | #9 [1886] Memo (d=0.0047) | #10 [2462] News (d=0.0047) + 2748 Note Letter 0.0032 #1 [1663] Letter (d=0.0032) | #2 [1006] Form (d=0.0033) | #3 [2403] Memo (d=0.0033) | #4 [2285] Memo (d=0.0033) | #5 [3301] Scientific (d=0.0034) | #6 [2788] Note (d=0.0034) | #7 [847] Form (d=0.0034) | #8 [1598] Letter (d=0.0035) | #9 [2085] Memo (d=0.0035) | #10 [1599] Letter (d=0.0035) + +Label: Report (44 bad cases / 54 total test images) + Sampled 20 / 44 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 2910 Report Form 0.0034 #1 [867] Form (d=0.0034) | #2 [2712] Note (d=0.0040) | #3 [2005] Memo (d=0.0042) | #4 [878] Form (d=0.0043) | #5 [887] Form (d=0.0043) | #6 [1245] Form (d=0.0043) | #7 [1948] Memo (d=0.0043) | #8 [2699] Note (d=0.0045) | #9 [1142] Form (d=0.0045) | #10 [2932] Report (d=0.0045) + 3080 Report Memo 0.0028 #1 [1921] Memo (d=0.0028) | #2 [2851] Report (d=0.0030) | #3 [2016] Memo (d=0.0032) | #4 [2294] Memo (d=0.0032) | #5 [3121] Resume (d=0.0033) | #6 [2137] Memo (d=0.0033) | #7 [3298] Scientific (d=0.0034) | #8 [2118] Memo (d=0.0036) | #9 [858] Form (d=0.0036) | #10 [1969] Memo (d=0.0037) + 2961 Report Note 0.0055 #1 [2676] Note (d=0.0055) | #2 [3316] Scientific (d=0.0056) | #3 [2413] Memo (d=0.0060) | #4 [829] Form (d=0.0061) | #5 [1040] Form (d=0.0062) | #6 [2663] Note (d=0.0062) | #7 [2185] Memo (d=0.0062) | #8 [2332] Memo (d=0.0063) | #9 [1108] Form (d=0.0063) | #10 [3286] Scientific (d=0.0063) + 2947 Report Resume 0.0022 #1 [3123] Resume (d=0.0022) | #2 [1669] Letter (d=0.0022) | #3 [3068] Report (d=0.0026) | #4 [1492] Letter (d=0.0026) | #5 [2887] Report (d=0.0026) | #6 [972] Form (d=0.0026) | #7 [2946] Report (d=0.0027) | #8 [3009] Report (d=0.0027) | #9 [1620] Letter (d=0.0027) | #10 [2937] Report (d=0.0027) + 3042 Report Letter 0.0023 #1 [1588] Letter (d=0.0023) | #2 [1644] Letter (d=0.0027) | #3 [1472] Letter (d=0.0028) | #4 [1656] Letter (d=0.0029) | #5 [1673] Letter (d=0.0029) | #6 [1751] Letter (d=0.0029) | #7 [1613] Letter (d=0.0030) | #8 [1658] Letter (d=0.0030) | #9 [1545] Letter (d=0.0030) | #10 [1476] Letter (d=0.0031) + 3093 Report Letter 0.0030 #1 [1394] Letter (d=0.0030) | #2 [1606] Letter (d=0.0031) | #3 [1668] Letter (d=0.0032) | #4 [1294] Letter (d=0.0033) | #5 [2036] Memo (d=0.0033) | #6 [3415] Scientific (d=0.0033) | #7 [1320] Letter (d=0.0034) | #8 [2355] Memo (d=0.0034) | #9 [1730] Letter (d=0.0034) | #10 [1541] Letter (d=0.0034) + 3036 Report Memo 0.0023 #1 [2055] Memo (d=0.0023) | #2 [3089] Report (d=0.0023) | #3 [1342] Letter (d=0.0023) | #4 [2960] Report (d=0.0024) | #5 [1531] Letter (d=0.0024) | #6 [1974] Memo (d=0.0024) | #7 [2942] Report (d=0.0025) | #8 [2153] Memo (d=0.0026) | #9 [2035] Memo (d=0.0027) | #10 [1597] Letter (d=0.0027) + 3014 Report Form 0.0025 #1 [1010] Form (d=0.0025) | #2 [929] Form (d=0.0027) | #3 [1679] Letter (d=0.0027) | #4 [3032] Report (d=0.0029) | #5 [934] Form (d=0.0029) | #6 [1661] Letter (d=0.0029) | #7 [1117] Form (d=0.0030) | #8 [2953] Report (d=0.0030) | #9 [1190] Form (d=0.0031) | #10 [1292] Letter (d=0.0031) + 2975 Report Letter 0.0023 #1 [1369] Letter (d=0.0023) | #2 [2863] Report (d=0.0025) | #3 [1532] Letter (d=0.0026) | #4 [2881] Report (d=0.0027) | #5 [1590] Letter (d=0.0027) | #6 [2973] Report (d=0.0028) | #7 [3055] Report (d=0.0030) | #8 [3437] Scientific (d=0.0030) | #9 [1513] Letter (d=0.0032) | #10 [3041] Report (d=0.0033) + 2981 Report Memo 0.0031 #1 [1952] Memo (d=0.0031) | #2 [3212] Resume (d=0.0032) | #3 [3216] Resume (d=0.0033) | #4 [3150] Resume (d=0.0034) | #5 [3421] Scientific (d=0.0035) | #6 [3441] Scientific (d=0.0035) | #7 [2906] Report (d=0.0035) | #8 [3386] Scientific (d=0.0036) | #9 [1542] Letter (d=0.0038) | #10 [3141] Resume (d=0.0038) + 2949 Report Letter 0.0019 #1 [1425] Letter (d=0.0019) | #2 [1542] Letter (d=0.0020) | #3 [1544] Letter (d=0.0021) | #4 [3089] Report (d=0.0022) | #5 [1600] Letter (d=0.0026) | #6 [2878] Report (d=0.0026) | #7 [2929] Report (d=0.0027) | #8 [3207] Resume (d=0.0028) | #9 [1636] Letter (d=0.0028) | #10 [2953] Report (d=0.0028) + 3064 Report Scientific 0.0041 #1 [3430] Scientific (d=0.0041) | #2 [2043] Memo (d=0.0042) | #3 [2283] Memo (d=0.0043) | #4 [2006] Memo (d=0.0043) | #5 [2001] Memo (d=0.0043) | #6 [2969] Report (d=0.0044) | #7 [1966] Memo (d=0.0044) | #8 [1943] Memo (d=0.0045) | #9 [1951] Memo (d=0.0045) | #10 [2282] Memo (d=0.0046) + 3034 Report Letter 0.0030 #1 [1691] Letter (d=0.0030) | #2 [2424] Memo (d=0.0040) | #3 [1255] Form (d=0.0040) | #4 [3018] Report (d=0.0044) | #5 [1357] Letter (d=0.0044) | #6 [3027] Report (d=0.0045) | #7 [1661] Letter (d=0.0045) | #8 [1117] Form (d=0.0045) | #9 [1509] Letter (d=0.0046) | #10 [2971] Report (d=0.0046) + 3076 Report Letter 0.0032 #1 [1614] Letter (d=0.0032) | #2 [1288] Letter (d=0.0032) | #3 [958] Form (d=0.0033) | #4 [2085] Memo (d=0.0033) | #5 [2129] Memo (d=0.0034) | #6 [1565] Letter (d=0.0034) | #7 [1880] Memo (d=0.0035) | #8 [2187] Memo (d=0.0035) | #9 [2285] Memo (d=0.0035) | #10 [3123] Resume (d=0.0036) + 2959 Report Form 0.0048 #1 [874] Form (d=0.0048) | #2 [1240] Form (d=0.0050) | #3 [2603] News (d=0.0052) | #4 [922] Form (d=0.0053) | #5 [836] Form (d=0.0053) | #6 [2462] News (d=0.0054) | #7 [1168] Form (d=0.0054) | #8 [2513] News (d=0.0055) | #9 [906] Form (d=0.0056) | #10 [898] Form (d=0.0056) + 2987 Report Letter 0.0020 #1 [1576] Letter (d=0.0020) | #2 [1448] Letter (d=0.0025) | #3 [1055] Form (d=0.0025) | #4 [2937] Report (d=0.0025) | #5 [1629] Letter (d=0.0026) | #6 [2275] Memo (d=0.0027) | #7 [1492] Letter (d=0.0027) | #8 [2184] Memo (d=0.0027) | #9 [1726] Letter (d=0.0028) | #10 [2010] Memo (d=0.0028) + 3095 Report Memo 0.0033 #1 [2367] Memo (d=0.0033) | #2 [1016] Form (d=0.0037) | #3 [914] Form (d=0.0041) | #4 [3013] Report (d=0.0041) | #5 [1019] Form (d=0.0041) | #6 [916] Form (d=0.0042) | #7 [1145] Form (d=0.0045) | #8 [1091] Form (d=0.0046) | #9 [2075] Memo (d=0.0046) | #10 [2405] Memo (d=0.0046) + 2914 Report Scientific 0.0024 #1 [3380] Scientific (d=0.0024) | #2 [1590] Letter (d=0.0028) | #3 [1596] Letter (d=0.0028) | #4 [3146] Resume (d=0.0028) | #5 [1532] Letter (d=0.0028) | #6 [1209] Form (d=0.0028) | #7 [160] ADVE (d=0.0029) | #8 [1084] Form (d=0.0029) | #9 [2877] Report (d=0.0029) | #10 [3032] Report (d=0.0030) + 2984 Report Letter 0.0026 #1 [1590] Letter (d=0.0026) | #2 [1596] Letter (d=0.0026) | #3 [2929] Report (d=0.0027) | #4 [2918] Report (d=0.0028) | #5 [3212] Resume (d=0.0028) | #6 [1532] Letter (d=0.0029) | #7 [1369] Letter (d=0.0029) | #8 [2877] Report (d=0.0030) | #9 [2986] Report (d=0.0031) | #10 [3158] Resume (d=0.0031) + 2997 Report Letter 0.0027 #1 [1596] Letter (d=0.0027) | #2 [2918] Report (d=0.0029) | #3 [1532] Letter (d=0.0032) | #4 [1590] Letter (d=0.0032) | #5 [1724] Letter (d=0.0033) | #6 [2968] Report (d=0.0033) | #7 [3146] Resume (d=0.0034) | #8 [2953] Report (d=0.0034) | #9 [1182] Form (d=0.0034) | #10 [3131] Resume (d=0.0035) + +Label: Resume (13 bad cases / 24 total test images) + Sampled 13 / 13 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 3147 Resume Report 0.0020 #1 [2911] Report (d=0.0020) | #2 [2299] Memo (d=0.0022) | #3 [2370] Memo (d=0.0022) | #4 [2024] Memo (d=0.0023) | #5 [2372] Memo (d=0.0023) | #6 [3274] Scientific (d=0.0023) | #7 [2348] Memo (d=0.0024) | #8 [1567] Letter (d=0.0024) | #9 [2811] Note (d=0.0024) | #10 [1136] Form (d=0.0024) + 3155 Resume Report 0.0025 #1 [2937] Report (d=0.0025) | #2 [1748] Letter (d=0.0025) | #3 [2946] Report (d=0.0028) | #4 [2299] Memo (d=0.0028) | #5 [1547] Letter (d=0.0028) | #6 [2172] Memo (d=0.0028) | #7 [1970] Memo (d=0.0028) | #8 [1902] Memo (d=0.0029) | #9 [3415] Scientific (d=0.0029) | #10 [2254] Memo (d=0.0029) + 3211 Resume Report 0.0024 #1 [3009] Report (d=0.0024) | #2 [2047] Memo (d=0.0024) | #3 [2937] Report (d=0.0026) | #4 [2109] Memo (d=0.0027) | #5 [3218] Resume (d=0.0027) | #6 [2239] Memo (d=0.0028) | #7 [1934] Memo (d=0.0028) | #8 [3305] Scientific (d=0.0028) | #9 [1408] Letter (d=0.0028) | #10 [2153] Memo (d=0.0028) + 3190 Resume Report 0.0018 #1 [2946] Report (d=0.0018) | #2 [1970] Memo (d=0.0018) | #3 [2937] Report (d=0.0019) | #4 [2079] Memo (d=0.0020) | #5 [2969] Report (d=0.0021) | #6 [3098] Report (d=0.0021) | #7 [2072] Memo (d=0.0021) | #8 [2019] Memo (d=0.0022) | #9 [1508] Letter (d=0.0022) | #10 [1296] Letter (d=0.0022) + 3128 Resume News 0.0021 #1 [2485] News (d=0.0021) | #2 [3127] Resume (d=0.0023) | #3 [2103] Memo (d=0.0024) | #4 [2857] Report (d=0.0024) | #5 [3268] Scientific (d=0.0025) | #6 [2033] Memo (d=0.0026) | #7 [2299] Memo (d=0.0027) | #8 [3168] Resume (d=0.0027) | #9 [3183] Resume (d=0.0027) | #10 [3214] Resume (d=0.0027) + 3152 Resume Report 0.0020 #1 [2969] Report (d=0.0020) | #2 [2432] Memo (d=0.0022) | #3 [1779] Letter (d=0.0022) | #4 [2332] Memo (d=0.0023) | #5 [3082] Report (d=0.0023) | #6 [1384] Letter (d=0.0024) | #7 [3173] Resume (d=0.0024) | #8 [2387] Memo (d=0.0024) | #9 [2335] Memo (d=0.0024) | #10 [2378] Memo (d=0.0024) + 3165 Resume Letter 0.0018 #1 [1402] Letter (d=0.0018) | #2 [1970] Memo (d=0.0024) | #3 [2274] Memo (d=0.0025) | #4 [2172] Memo (d=0.0026) | #5 [1934] Memo (d=0.0027) | #6 [2079] Memo (d=0.0027) | #7 [2937] Report (d=0.0027) | #8 [1746] Letter (d=0.0027) | #9 [2969] Report (d=0.0028) | #10 [2305] Memo (d=0.0028) + 3160 Resume Letter 0.0024 #1 [1489] Letter (d=0.0024) | #2 [1730] Letter (d=0.0026) | #3 [2248] Memo (d=0.0026) | #4 [1536] Letter (d=0.0026) | #5 [1567] Letter (d=0.0026) | #6 [3009] Report (d=0.0026) | #7 [2937] Report (d=0.0026) | #8 [1501] Letter (d=0.0026) | #9 [1576] Letter (d=0.0027) | #10 [2347] Memo (d=0.0027) + 3219 Resume Form 0.0037 #1 [896] Form (d=0.0037) | #2 [1505] Letter (d=0.0038) | #3 [1066] Form (d=0.0038) | #4 [2047] Memo (d=0.0039) | #5 [1806] Letter (d=0.0040) | #6 [1867] Memo (d=0.0041) | #7 [2028] Memo (d=0.0041) | #8 [2347] Memo (d=0.0041) | #9 [1504] Letter (d=0.0041) | #10 [2360] Memo (d=0.0042) + 3137 Resume Note 0.0021 #1 [2687] Note (d=0.0021) | #2 [2745] Note (d=0.0024) | #3 [2386] Memo (d=0.0024) | #4 [2378] Memo (d=0.0026) | #5 [2360] Memo (d=0.0026) | #6 [1837] Memo (d=0.0026) | #7 [1230] Form (d=0.0027) | #8 [2258] Memo (d=0.0027) | #9 [3278] Scientific (d=0.0028) | #10 [1063] Form (d=0.0028) + 3143 Resume Memo 0.0023 #1 [2161] Memo (d=0.0023) | #2 [2005] Memo (d=0.0023) | #3 [2937] Report (d=0.0023) | #4 [2075] Memo (d=0.0024) | #5 [1145] Form (d=0.0025) | #6 [2971] Report (d=0.0027) | #7 [2946] Report (d=0.0027) | #8 [2163] Memo (d=0.0028) | #9 [1970] Memo (d=0.0028) | #10 [2136] Memo (d=0.0028) + 3220 Resume Memo 0.0018 #1 [2295] Memo (d=0.0018) | #2 [1753] Letter (d=0.0019) | #3 [3278] Scientific (d=0.0020) | #4 [1815] Letter (d=0.0020) | #5 [1802] Letter (d=0.0020) | #6 [2384] Memo (d=0.0021) | #7 [1896] Memo (d=0.0022) | #8 [2327] Memo (d=0.0022) | #9 [1770] Letter (d=0.0022) | #10 [2413] Memo (d=0.0022) + 3106 Resume Memo 0.0030 #1 [2394] Memo (d=0.0030) | #2 [2371] Memo (d=0.0030) | #3 [2400] Memo (d=0.0031) | #4 [2303] Memo (d=0.0031) | #5 [1335] Letter (d=0.0032) | #6 [1242] Form (d=0.0032) | #7 [2832] Note (d=0.0032) | #8 [1890] Memo (d=0.0033) | #9 [1967] Memo (d=0.0033) | #10 [2360] Memo (d=0.0033) + +Label: Scientific (45 bad cases / 59 total test images) + Sampled 20 / 45 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 3464 Scientific Memo 0.0027 #1 [1837] Memo (d=0.0027) | 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(d=0.0080) | #3 [2525] News (d=0.0081) | #4 [2532] News (d=0.0081) | #5 [145] ADVE (d=0.0082) | #6 [2486] News (d=0.0084) | #7 [2481] News (d=0.0086) | #8 [1429] Letter (d=0.0087) | #9 [146] ADVE (d=0.0088) | #10 [2587] News (d=0.0089) + 191 ADVE Form 0.0070 #1 [865] Form (d=0.0070) | #2 [949] Form (d=0.0071) | #3 [159] ADVE (d=0.0071) | #4 [183] ADVE (d=0.0075) | #5 [2705] Note (d=0.0076) | #6 [134] ADVE (d=0.0078) | #7 [3282] Scientific (d=0.0079) | #8 [2659] Note (d=0.0080) | #9 [1037] Form (d=0.0081) | #10 [851] Form (d=0.0081) + 108 ADVE Form 0.0061 #1 [1201] Form (d=0.0061) | #2 [1030] Form (d=0.0065) | #3 [851] Form (d=0.0066) | #4 [2777] Note (d=0.0068) | #5 [2926] Report (d=0.0068) | #6 [1037] Form (d=0.0069) | #7 [943] Form (d=0.0071) | #8 [953] Form (d=0.0071) | #9 [1000] Form (d=0.0072) | #10 [2705] Note (d=0.0074) + 131 ADVE Note 0.0065 #1 [2788] Note (d=0.0065) | #2 [3] ADVE (d=0.0066) | #3 [2699] Note (d=0.0067) | #4 [157] ADVE (d=0.0068) | #5 [2672] Note (d=0.0068) | #6 [2739] Note (d=0.0069) | #7 [1037] Form (d=0.0069) | #8 [126] ADVE (d=0.0070) | #9 [1370] Letter (d=0.0070) | #10 [1829] Memo (d=0.0070) + +Label: Email (5 bad cases / 115 total test images) + Sampled 5 / 5 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 377 Email Note 0.0087 #1 [2689] Note (d=0.0087) | #2 [2702] Note (d=0.0088) | #3 [2772] Note (d=0.0092) | #4 [268] Email (d=0.0093) | #5 [2803] Note (d=0.0094) | #6 [428] Email (d=0.0094) | #7 [432] Email (d=0.0096) | #8 [374] Email (d=0.0096) | #9 [2806] Note (d=0.0096) | #10 [2681] Note (d=0.0097) + 554 Email Note 0.0097 #1 [2714] Note (d=0.0097) | #2 [256] Email (d=0.0102) | #3 [2718] Note (d=0.0102) | #4 [649] Email (d=0.0105) | #5 [2697] Note (d=0.0111) | #6 [670] Email (d=0.0114) | #7 [272] Email (d=0.0116) | #8 [607] Email (d=0.0118) | #9 [292] Email (d=0.0120) | #10 [585] Email (d=0.0121) + 748 Email Letter 0.0062 #1 [1654] Letter (d=0.0062) | #2 [1682] Letter (d=0.0065) | #3 [3027] Report (d=0.0069) | #4 [1651] Letter (d=0.0070) | #5 [1667] Letter (d=0.0071) | #6 [1693] Letter (d=0.0071) | #7 [1694] Letter (d=0.0072) | #8 [1051] Form (d=0.0072) | #9 [1721] Letter (d=0.0073) | #10 [1689] Letter (d=0.0074) + 250 Email Memo 0.0058 #1 [2225] Memo (d=0.0058) | #2 [637] Email (d=0.0058) | #3 [2274] Memo (d=0.0059) | #4 [347] Email (d=0.0062) | #5 [484] Email (d=0.0063) | #6 [533] Email (d=0.0064) | #7 [445] Email (d=0.0065) | #8 [1984] Memo (d=0.0066) | #9 [246] Email (d=0.0067) | #10 [451] Email (d=0.0068) + 713 Email Letter 0.0062 #1 [1443] Letter (d=0.0062) | #2 [1051] Form (d=0.0067) | #3 [711] Email (d=0.0068) | #4 [1613] Letter (d=0.0070) | #5 [819] Email (d=0.0070) | #6 [1721] Letter (d=0.0072) | #7 [800] Email (d=0.0072) | #8 [1762] Letter (d=0.0072) | #9 [1725] Letter (d=0.0072) | #10 [787] Email (d=0.0072) + +Label: Form (13 bad cases / 79 total test images) + Sampled 13 / 13 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 956 Form Memo 0.0078 #1 [2233] Memo (d=0.0078) | #2 [2250] Memo (d=0.0080) | #3 [2072] Memo (d=0.0088) | #4 [2111] Memo (d=0.0093) | #5 [2218] Memo (d=0.0094) | #6 [2267] Memo (d=0.0094) | #7 [1019] Form (d=0.0095) | #8 [2274] Memo (d=0.0095) | #9 [2101] Memo (d=0.0095) | #10 [2269] Memo (d=0.0096) + 1001 Form Memo 0.0053 #1 [2000] Memo (d=0.0053) | #2 [1944] Memo (d=0.0060) | #3 [944] Form (d=0.0061) | #4 [851] Form (d=0.0061) | #5 [1947] Memo (d=0.0062) | #6 [3355] Scientific (d=0.0062) | #7 [1986] Memo (d=0.0062) | #8 [2300] Memo (d=0.0063) | #9 [952] Form (d=0.0063) | #10 [858] Form (d=0.0063) + 890 Form Note 0.0040 #1 [2743] Note (d=0.0040) | #2 [2687] Note (d=0.0041) | #3 [2693] Note (d=0.0044) | #4 [2772] Note (d=0.0045) | #5 [829] Form (d=0.0049) | #6 [2749] Note (d=0.0049) | #7 [2659] Note (d=0.0050) | #8 [2674] Note (d=0.0050) | #9 [2820] Note (d=0.0052) | #10 [2636] Note (d=0.0053) + 1021 Form Memo 0.0108 #1 [2274] Memo (d=0.0108) | #2 [2144] Memo (d=0.0108) | #3 [1247] Form (d=0.0111) | #4 [1148] Form (d=0.0113) | #5 [2397] Memo (d=0.0115) | #6 [3301] Scientific (d=0.0117) | #7 [2639] Note (d=0.0117) | #8 [1138] Form (d=0.0117) | #9 [1579] Letter (d=0.0118) | #10 [2176] Memo (d=0.0118) + 996 Form Scientific 0.0054 #1 [3339] Scientific (d=0.0054) | #2 [3281] Scientific (d=0.0058) | #3 [1918] Memo (d=0.0061) | #4 [1016] Form (d=0.0062) | #5 [1139] Form (d=0.0062) | #6 [2245] Memo (d=0.0063) | #7 [944] Form (d=0.0063) | #8 [901] Form (d=0.0064) | #9 [1013] Form (d=0.0064) | #10 [1037] Form (d=0.0064) + 1075 Form Note 0.0052 #1 [2739] Note (d=0.0052) | #2 [2768] Note (d=0.0054) | #3 [1053] Form (d=0.0056) | #4 [901] Form (d=0.0056) | #5 [2788] Note (d=0.0057) | #6 [1041] Form (d=0.0057) | #7 [861] Form (d=0.0058) | #8 [945] Form (d=0.0058) | #9 [959] Form (d=0.0059) | #10 [1037] Form (d=0.0059) + 1172 Form Report 0.0073 #1 [2932] Report (d=0.0073) | #2 [1230] Form (d=0.0073) | #3 [2926] Report (d=0.0079) | #4 [1169] Form (d=0.0079) | #5 [1151] Form (d=0.0080) | #6 [2000] Memo (d=0.0081) | #7 [1122] Form (d=0.0081) | #8 [832] Form (d=0.0084) | #9 [857] Form (d=0.0084) | #10 [944] Form (d=0.0084) + 1012 Form Memo 0.0056 #1 [2069] Memo (d=0.0056) | #2 [1008] Form (d=0.0056) | #3 [1899] Memo (d=0.0063) | #4 [1322] Letter (d=0.0064) | #5 [1222] Form (d=0.0064) | #6 [901] Form (d=0.0064) | #7 [1644] Letter (d=0.0065) | #8 [1344] Letter (d=0.0066) | #9 [3049] Report (d=0.0066) | #10 [2076] Memo (d=0.0066) + 1185 Form Letter 0.0074 #1 [1630] Letter (d=0.0074) | #2 [1534] Letter (d=0.0077) | #3 [1599] Letter (d=0.0077) | #4 [1613] Letter (d=0.0078) | #5 [1607] Letter (d=0.0080) | #6 [1665] Letter (d=0.0080) | #7 [1673] Letter (d=0.0081) | #8 [1644] Letter (d=0.0081) | #9 [1545] Letter (d=0.0081) | #10 [1749] Letter (d=0.0082) + 911 Form Note 0.0054 #1 [2738] Note (d=0.0054) | #2 [2638] Note (d=0.0054) | #3 [952] Form (d=0.0056) | #4 [2824] Note (d=0.0061) | #5 [920] Form (d=0.0061) | #6 [1157] Form (d=0.0062) | #7 [2733] Note (d=0.0062) | #8 [2777] Note (d=0.0062) | #9 [1181] Form (d=0.0063) | #10 [2727] Note (d=0.0063) + 1241 Form Memo 0.0064 #1 [2309] Memo (d=0.0064) | #2 [2378] Memo (d=0.0067) | #3 [2386] Memo (d=0.0068) | #4 [861] Form (d=0.0070) | #5 [3339] Scientific (d=0.0070) | #6 [1119] Form (d=0.0070) | #7 [2396] Memo (d=0.0070) | #8 [2420] Memo (d=0.0070) | #9 [1242] Form (d=0.0071) | #10 [1118] Form (d=0.0071) + 1208 Form Letter 0.0043 #1 [1697] Letter (d=0.0043) | #2 [1692] Letter (d=0.0044) | #3 [1206] Form (d=0.0055) | #4 [800] Email (d=0.0058) | #5 [1705] Letter (d=0.0059) | #6 [1693] Letter (d=0.0059) | #7 [1682] Letter (d=0.0065) | #8 [1687] Letter (d=0.0068) | #9 [3049] Report (d=0.0068) | #10 [1694] Letter (d=0.0068) + 1204 Form Letter 0.0054 #1 [1692] Letter (d=0.0054) | #2 [800] Email (d=0.0057) | #3 [1705] Letter (d=0.0058) | #4 [1697] Letter (d=0.0060) | #5 [1693] Letter (d=0.0060) | #6 [1681] Letter (d=0.0064) | #7 [1683] Letter (d=0.0065) | #8 [1607] Letter (d=0.0066) | #9 [1206] Form (d=0.0067) | #10 [1694] Letter (d=0.0067) + +Label: Letter (27 bad cases / 114 total test images) + Sampled 20 / 27 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 1403 Letter Memo 0.0051 #1 [1929] Memo (d=0.0051) | #2 [1492] Letter (d=0.0051) | #3 [1596] Letter (d=0.0052) | #4 [2169] Memo (d=0.0053) | #5 [1381] Letter (d=0.0053) | #6 [1895] Memo (d=0.0055) | #7 [1466] Letter (d=0.0056) | #8 [2937] Report (d=0.0056) | #9 [2896] Report (d=0.0057) | #10 [2069] Memo (d=0.0059) + 1325 Letter Memo 0.0044 #1 [1841] Memo (d=0.0044) | #2 [1765] Letter (d=0.0045) | #3 [1754] Letter (d=0.0047) | #4 [1826] Letter (d=0.0049) | #5 [1899] Memo (d=0.0052) | #6 [1388] Letter (d=0.0053) | #7 [1851] Memo (d=0.0053) | #8 [1963] Memo (d=0.0053) | #9 [2069] Memo (d=0.0054) | #10 [2118] Memo (d=0.0055) + 1798 Letter Memo 0.0055 #1 [2211] Memo (d=0.0055) | #2 [2378] Memo (d=0.0058) | #3 [1290] Letter (d=0.0059) | #4 [1482] Letter (d=0.0059) | #5 [2321] Memo (d=0.0060) | #6 [1889] Memo (d=0.0061) | #7 [1773] Letter (d=0.0061) | #8 [2125] Memo (d=0.0062) | #9 [1335] Letter (d=0.0062) | #10 [1774] Letter (d=0.0065) + 1799 Letter Memo 0.0039 #1 [1889] Memo (d=0.0039) | #2 [2435] Memo (d=0.0042) | #3 [1937] Memo (d=0.0044) | #4 [1810] Letter (d=0.0049) | #5 [2433] Memo (d=0.0049) | #6 [1900] Memo (d=0.0049) | #7 [1989] Memo (d=0.0050) | #8 [3100] Report (d=0.0050) | #9 [1807] Letter (d=0.0050) | #10 [2356] Memo (d=0.0051) + 1781 Letter Report 0.0060 #1 [2836] Report (d=0.0060) | #2 [1326] Letter (d=0.0061) | #3 [1899] Memo (d=0.0062) | #4 [1448] Letter (d=0.0063) | #5 [1826] Letter (d=0.0064) | #6 [1398] Letter (d=0.0064) | #7 [1410] Letter (d=0.0064) | #8 [1380] Letter (d=0.0064) | #9 [1300] Letter (d=0.0065) | #10 [1910] Memo (d=0.0067) + 1675 Letter Report 0.0057 #1 [3029] Report (d=0.0057) | #2 [1679] Letter (d=0.0058) | #3 [1661] Letter (d=0.0060) | #4 [1051] Form (d=0.0061) | #5 [1644] Letter (d=0.0061) | #6 [1599] Letter (d=0.0062) | #7 [1984] Memo (d=0.0063) | #8 [1725] Letter (d=0.0063) | #9 [1541] Letter (d=0.0063) | #10 [1673] Letter (d=0.0063) + 1699 Letter Form 0.0051 #1 [1206] Form (d=0.0051) | #2 [1693] Letter (d=0.0054) | #3 [1705] Letter (d=0.0055) | #4 [800] Email (d=0.0056) | #5 [1683] Letter (d=0.0057) | #6 [861] Form (d=0.0061) | #7 [1690] Letter (d=0.0063) | #8 [1694] Letter (d=0.0063) | #9 [1682] Letter (d=0.0064) | #10 [1254] Form (d=0.0065) + 1812 Letter Memo 0.0058 #1 [2330] Memo (d=0.0058) | #2 [1782] Letter (d=0.0061) | #3 [1897] Memo (d=0.0062) | #4 [1399] Letter (d=0.0063) | #5 [1985] Memo (d=0.0065) | #6 [1322] Letter (d=0.0065) | #7 [1940] Memo (d=0.0066) | #8 [1565] Letter (d=0.0066) | #9 [1826] Letter (d=0.0067) | #10 [2287] Memo (d=0.0068) + 1811 Letter Memo 0.0049 #1 [2435] Memo (d=0.0049) | #2 [1291] Letter (d=0.0051) | #3 [1766] Letter (d=0.0052) | #4 [1757] Letter (d=0.0053) | #5 [1805] Letter (d=0.0056) | #6 [2673] Note (d=0.0056) | #7 [1826] Letter (d=0.0057) | #8 [2437] Memo (d=0.0057) | #9 [1267] Letter (d=0.0057) | #10 [2438] Memo (d=0.0057) + 1467 Letter Memo 0.0051 #1 [1827] Memo (d=0.0051) | #2 [1644] Letter (d=0.0052) | #3 [1320] Letter (d=0.0053) | #4 [1261] Letter (d=0.0053) | #5 [1751] Letter (d=0.0053) | #6 [1293] Letter (d=0.0054) | #7 [1294] Letter (d=0.0055) | #8 [1940] Memo (d=0.0056) | #9 [1330] Letter (d=0.0056) | #10 [2360] Memo (d=0.0057) + 1701 Letter Report 0.0052 #1 [3012] Report (d=0.0052) | #2 [3085] Report (d=0.0063) | #3 [2247] Memo (d=0.0070) | #4 [2969] Report (d=0.0070) | #5 [3084] Report (d=0.0071) | #6 [1576] Letter (d=0.0072) | #7 [2355] Memo (d=0.0077) | #8 [814] Email (d=0.0079) | #9 [1985] Memo (d=0.0079) | #10 [2427] Memo (d=0.0080) + 1419 Letter Report 0.0044 #1 [2887] Report (d=0.0044) | #2 [1476] Letter (d=0.0046) | #3 [1369] Letter (d=0.0046) | #4 [2863] Report (d=0.0048) | #5 [1465] Letter (d=0.0048) | #6 [1431] Letter (d=0.0049) | #7 [1649] Letter (d=0.0050) | #8 [1599] Letter (d=0.0051) | #9 [3376] Scientific (d=0.0051) | #10 [1612] Letter (d=0.0051) + 1433 Letter Report 0.0055 #1 [2905] Report (d=0.0055) | #2 [2887] Report (d=0.0060) | #3 [3376] Scientific (d=0.0064) | #4 [2347] Memo (d=0.0066) | #5 [1190] Form (d=0.0066) | #6 [2886] Report (d=0.0067) | #7 [2360] Memo (d=0.0067) | #8 [2047] Memo (d=0.0068) | #9 [1581] Letter (d=0.0068) | #10 [1877] Memo (d=0.0068) + 1276 Letter Memo 0.0059 #1 [2435] Memo (d=0.0059) | #2 [1319] Letter (d=0.0059) | #3 [1779] Letter (d=0.0060) | #4 [2281] Memo (d=0.0063) | #5 [2211] Memo (d=0.0064) | #6 [1290] Letter (d=0.0064) | #7 [1277] Letter (d=0.0065) | #8 [1274] Letter (d=0.0065) | #9 [2125] Memo (d=0.0066) | #10 [1922] Memo (d=0.0066) + 1495 Letter Report 0.0050 #1 [2936] Report (d=0.0050) | #2 [1530] Letter (d=0.0054) | #3 [1721] Letter (d=0.0055) | #4 [1531] Letter (d=0.0058) | #5 [1579] Letter (d=0.0059) | #6 [1529] Letter (d=0.0060) | #7 [1599] Letter (d=0.0061) | #8 [1981] Memo (d=0.0061) | #9 [1636] Letter (d=0.0061) | #10 [2347] Memo (d=0.0062) + 1386 Letter Scientific 0.0054 #1 [3376] Scientific (d=0.0054) | #2 [1190] Form (d=0.0055) | #3 [1373] Letter (d=0.0056) | #4 [2347] Memo (d=0.0058) | #5 [2858] Report (d=0.0060) | #6 [3273] Scientific (d=0.0060) | #7 [1458] Letter (d=0.0060) | #8 [2905] Report (d=0.0061) | #9 [1369] Letter (d=0.0061) | #10 [2908] Report (d=0.0061) + 1788 Letter Report 0.0034 #1 [3100] Report (d=0.0034) | #2 [1804] Letter (d=0.0042) | #3 [1807] Letter (d=0.0050) | #4 [1779] Letter (d=0.0055) | #5 [2211] Memo (d=0.0058) | #6 [1791] Letter (d=0.0060) | #7 [1769] Letter (d=0.0061) | #8 [2425] Memo (d=0.0062) | #9 [1720] Letter (d=0.0063) | #10 [1825] Letter (d=0.0064) + 1785 Letter Memo 0.0056 #1 [2046] Memo (d=0.0056) | #2 [1322] Letter (d=0.0056) | #3 [1779] Letter (d=0.0057) | #4 [1593] Letter (d=0.0058) | #5 [1744] Letter (d=0.0059) | #6 [448] Email (d=0.0060) | #7 [2094] Memo (d=0.0060) | #8 [1772] Letter (d=0.0060) | #9 [1319] Letter (d=0.0060) | #10 [2207] Memo (d=0.0060) + 1385 Letter Report 0.0045 #1 [2937] Report (d=0.0045) | #2 [1381] Letter (d=0.0045) | #3 [1567] Letter (d=0.0048) | #4 [1565] Letter (d=0.0049) | #5 [1501] Letter (d=0.0052) | #6 [1443] Letter (d=0.0053) | #7 [1458] Letter (d=0.0054) | #8 [1533] Letter (d=0.0055) | #9 [2379] Memo (d=0.0055) | #10 [1492] Letter (d=0.0055) + 1323 Letter Memo 0.0053 #1 [1959] Memo (d=0.0053) | #2 [2029] Memo (d=0.0062) | #3 [1037] Form (d=0.0062) | #4 [839] Form (d=0.0062) | #5 [865] Form (d=0.0063) | #6 [1429] Letter (d=0.0064) | #7 [1713] Letter (d=0.0064) | #8 [2563] News (d=0.0066) | #9 [3331] Scientific (d=0.0067) | #10 [2274] Memo (d=0.0068) + +Label: Memo (15 bad cases / 130 total test images) + Sampled 15 / 15 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 1904 Memo Report 0.0072 #1 [3099] Report (d=0.0072) | #2 [1592] Letter (d=0.0078) | #3 [1803] Letter (d=0.0082) | #4 [2008] Memo (d=0.0085) | #5 [1801] Letter (d=0.0086) | #6 [2407] Memo (d=0.0086) | #7 [1822] Letter (d=0.0088) | #8 [1136] Form (d=0.0088) | #9 [1806] Letter (d=0.0089) | #10 [3268] Scientific (d=0.0090) + 2025 Memo Scientific 0.0055 #1 [3295] Scientific (d=0.0055) | #2 [1994] Memo (d=0.0057) | #3 [1921] Memo (d=0.0060) | #4 [1992] Memo (d=0.0061) | #5 [2254] Memo (d=0.0064) | #6 [2016] Memo (d=0.0067) | #7 [2142] Memo (d=0.0068) | #8 [2024] Memo (d=0.0069) | #9 [1987] Memo (d=0.0071) | #10 [2174] Memo (d=0.0072) + 2352 Memo Letter 0.0061 #1 [1599] Letter (d=0.0061) | #2 [2378] Memo (d=0.0065) | #3 [2364] Memo (d=0.0065) | #4 [2360] Memo (d=0.0066) | #5 [3277] Scientific (d=0.0066) | #6 [1565] Letter (d=0.0067) | #7 [2314] Memo (d=0.0067) | #8 [1613] Letter (d=0.0067) | #9 [1981] Memo (d=0.0069) | #10 [1299] Letter (d=0.0069) + 2277 Memo Letter 0.0066 #1 [1768] Letter (d=0.0066) | #2 [2423] Memo (d=0.0067) | #3 [1805] Letter (d=0.0067) | #4 [1813] Letter (d=0.0070) | #5 [1689] Letter (d=0.0070) | #6 [2441] Memo (d=0.0071) | #7 [2437] Memo (d=0.0072) | #8 [1051] Form (d=0.0073) | #9 [2186] Memo (d=0.0073) | #10 [1826] Letter (d=0.0073) + 2198 Memo Report 0.0070 #1 [3075] Report (d=0.0070) | #2 [3086] Report (d=0.0072) | #3 [2367] Memo (d=0.0072) | #4 [2900] Report (d=0.0073) | #5 [3266] Scientific (d=0.0074) | #6 [3010] Report (d=0.0075) | #7 [2385] Memo (d=0.0075) | #8 [2229] Memo (d=0.0076) | #9 [3091] Report (d=0.0078) | #10 [1358] Letter (d=0.0079) + 1847 Memo Letter 0.0055 #1 [1488] Letter (d=0.0055) | #2 [2866] Report (d=0.0057) | #3 [1443] Letter (d=0.0057) | #4 [1322] Letter (d=0.0057) | #5 [1944] Memo (d=0.0057) | #6 [1856] Memo (d=0.0058) | #7 [1644] Letter (d=0.0058) | #8 [1754] Letter (d=0.0059) | #9 [1599] Letter (d=0.0061) | #10 [1383] Letter (d=0.0061) + 2208 Memo Form 0.0049 #1 [1051] Form (d=0.0049) | #2 [1826] Letter (d=0.0054) | #3 [2397] Memo (d=0.0055) | #4 [1760] Letter (d=0.0056) | #5 [2094] Memo (d=0.0057) | #6 [1762] Letter (d=0.0057) | #7 [1329] Letter (d=0.0057) | #8 [2091] Memo (d=0.0058) | #9 [1322] Letter (d=0.0059) | #10 [1951] Memo (d=0.0059) + 1870 Memo ADVE 0.0100 #1 [2] ADVE (d=0.0100) | #2 [1866] Memo (d=0.0104) | #3 [1865] Memo (d=0.0106) | #4 [1871] Memo (d=0.0108) | #5 [1713] Letter (d=0.0108) | #6 [3454] Scientific (d=0.0109) | #7 [1959] Memo (d=0.0112) | #8 [1833] Memo (d=0.0113) | #9 [1689] Letter (d=0.0113) | #10 [2593] News (d=0.0115) + 2375 Memo Report 0.0049 #1 [2937] Report (d=0.0049) | #2 [1908] Memo (d=0.0050) | #3 [2325] Memo (d=0.0051) | #4 [1565] Letter (d=0.0054) | #5 [1907] Memo (d=0.0054) | #6 [2060] Memo (d=0.0055) | #7 [1443] Letter (d=0.0056) | #8 [1903] Memo (d=0.0056) | #9 [2349] Memo (d=0.0056) | #10 [2379] Memo (d=0.0057) + 2223 Memo Form 0.0040 #1 [1051] Form (d=0.0040) | #2 [1826] Letter (d=0.0046) | #3 [2091] Memo (d=0.0050) | #4 [2144] Memo (d=0.0052) | #5 [3081] Report (d=0.0053) | #6 [2247] Memo (d=0.0053) | #7 [2438] Memo (d=0.0056) | #8 [1782] Letter (d=0.0056) | #9 [1899] Memo (d=0.0056) | #10 [2215] Memo (d=0.0057) + 2350 Memo Letter 0.0057 #1 [1508] Letter (d=0.0057) | #2 [2430] Memo (d=0.0057) | #3 [1568] Letter (d=0.0058) | #4 [1425] Letter (d=0.0060) | #5 [1908] Memo (d=0.0060) | #6 [1826] Letter (d=0.0062) | #7 [1929] Memo (d=0.0062) | #8 [1951] Memo (d=0.0063) | #9 [1974] Memo (d=0.0064) | #10 [1296] Letter (d=0.0064) + 1935 Memo Letter 0.0060 #1 [1322] Letter (d=0.0060) | #2 [1410] Letter (d=0.0060) | #3 [1944] Memo (d=0.0060) | #4 [2290] Memo (d=0.0061) | #5 [1664] Letter (d=0.0062) | #6 [1899] Memo (d=0.0063) | #7 [1998] Memo (d=0.0064) | #8 [1448] Letter (d=0.0064) | #9 [1938] Memo (d=0.0065) | #10 [2169] Memo (d=0.0065) + 2048 Memo Form 0.0064 #1 [1049] Form (d=0.0064) | #2 [1907] Memo (d=0.0064) | #3 [1826] Letter (d=0.0064) | #4 [1967] Memo (d=0.0064) | #5 [3037] Report (d=0.0065) | #6 [2078] Memo (d=0.0065) | #7 [2379] Memo (d=0.0067) | #8 [1899] Memo (d=0.0067) | #9 [2899] Report (d=0.0067) | #10 [1841] Memo (d=0.0067) + 2251 Memo Resume 0.0052 #1 [3218] Resume (d=0.0052) | #2 [1599] Letter (d=0.0053) | #3 [1826] Letter (d=0.0054) | #4 [2900] Report (d=0.0055) | #5 [1951] Memo (d=0.0056) | #6 [2089] Memo (d=0.0057) | #7 [2144] Memo (d=0.0058) | #8 [2246] Memo (d=0.0059) | #9 [1908] Memo (d=0.0059) | #10 [1972] Memo (d=0.0059) + 2301 Memo Letter 0.0071 #1 [1761] Letter (d=0.0071) | #2 [1327] Letter (d=0.0073) | #3 [2228] Memo (d=0.0073) | #4 [3018] Report (d=0.0076) | #5 [1051] Form (d=0.0076) | #6 [2305] Memo (d=0.0076) | #7 [2402] Memo (d=0.0078) | #8 [1689] Letter (d=0.0078) | #9 [1712] Letter (d=0.0078) | #10 [2333] Memo (d=0.0080) + +Label: News (3 bad cases / 44 total test images) + Sampled 3 / 3 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 2477 News Scientific 0.0071 #1 [3455] Scientific (d=0.0071) | #2 [2488] News (d=0.0076) | #3 [2476] News (d=0.0079) | #4 [3257] Scientific (d=0.0081) | #5 [3481] Scientific (d=0.0084) | #6 [2520] News (d=0.0084) | #7 [2510] News (d=0.0084) | #8 [2511] News (d=0.0085) | #9 [2575] News (d=0.0086) | #10 [1267] Letter (d=0.0087) + 2564 News Note 0.0078 #1 [2733] Note (d=0.0078) | #2 [2563] News (d=0.0080) | #3 [949] Form (d=0.0083) | #4 [2705] Note (d=0.0084) | #5 [3282] Scientific (d=0.0084) | #6 [1078] Form (d=0.0085) | #7 [922] Form (d=0.0086) | #8 [2939] Report (d=0.0089) | #9 [2580] News (d=0.0090) | #10 [931] Form (d=0.0090) + 2577 News Form 0.0056 #1 [998] Form (d=0.0056) | #2 [895] Form (d=0.0061) | #3 [2597] News (d=0.0062) | #4 [2675] Note (d=0.0066) | #5 [1251] Form (d=0.0066) | #6 [1968] Memo (d=0.0067) | #7 [2737] Note (d=0.0068) | #8 [861] Form (d=0.0070) | #9 [2696] Note (d=0.0070) | #10 [3349] Scientific (d=0.0070) + +Label: Note (6 bad cases / 32 total test images) + Sampled 6 / 6 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 2684 Note Memo 0.0058 #1 [2083] Memo (d=0.0058) | #2 [1995] Memo (d=0.0058) | #3 [2063] Memo (d=0.0058) | #4 [2211] Memo (d=0.0059) | #5 [2742] Note (d=0.0061) | #6 [2737] Note (d=0.0062) | #7 [2256] Memo (d=0.0062) | #8 [1986] Memo (d=0.0063) | #9 [2139] Memo (d=0.0063) | #10 [1989] Memo (d=0.0064) + 2744 Note Letter 0.0060 #1 [1645] Letter (d=0.0060) | #2 [2382] Memo (d=0.0061) | #3 [2125] Memo (d=0.0065) | #4 [1912] Memo (d=0.0065) | #5 [2435] Memo (d=0.0067) | #6 [2211] Memo (d=0.0067) | #7 [1828] Memo (d=0.0068) | #8 [2007] Memo (d=0.0069) | #9 [1889] Memo (d=0.0070) | #10 [1922] Memo (d=0.0070) + 2691 Note Scientific 0.0055 #1 [3333] Scientific (d=0.0055) | #2 [2792] Note (d=0.0057) | #3 [2675] Note (d=0.0058) | #4 [2682] Note (d=0.0058) | #5 [2795] Note (d=0.0060) | #6 [2701] Note (d=0.0062) | #7 [2699] Note (d=0.0062) | #8 [2794] Note (d=0.0062) | #9 [2720] Note (d=0.0065) | #10 [2754] Note (d=0.0065) + 2730 Note ADVE 0.0051 #1 [3] ADVE (d=0.0051) | #2 [2699] Note (d=0.0052) | #3 [2733] Note (d=0.0052) | #4 [2739] Note (d=0.0054) | #5 [2777] Note (d=0.0054) | #6 [2700] Note (d=0.0055) | #7 [920] Form (d=0.0056) | #8 [2655] Note (d=0.0056) | #9 [115] ADVE (d=0.0060) | #10 [929] Form (d=0.0062) + 2740 Note Memo 0.0045 #1 [1892] Memo (d=0.0045) | #2 [1986] Memo (d=0.0047) | #3 [1967] Memo (d=0.0048) | #4 [944] Form (d=0.0050) | #5 [1999] Memo (d=0.0051) | #6 [2245] Memo (d=0.0051) | #7 [858] Form (d=0.0052) | #8 [1757] Letter (d=0.0053) | #9 [2000] Memo (d=0.0054) | #10 [2365] Memo (d=0.0055) + 2654 Note Scientific 0.0062 #1 [3282] Scientific (d=0.0062) | #2 [151] ADVE (d=0.0062) | #3 [2733] Note (d=0.0065) | #4 [920] Form (d=0.0065) | #5 [2705] Note (d=0.0066) | #6 [2687] Note (d=0.0067) | #7 [2824] Note (d=0.0067) | #8 [2727] Note (d=0.0069) | #9 [2694] Note (d=0.0069) | #10 [2777] Note (d=0.0070) + +Label: Report (38 bad cases / 54 total test images) + Sampled 20 / 38 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 3060 Report Scientific 0.0061 #1 [3364] Scientific (d=0.0061) | #2 [3396] Scientific (d=0.0070) | #3 [3478] Scientific (d=0.0070) | #4 [3440] Scientific (d=0.0071) | #5 [3371] Scientific (d=0.0072) | #6 [3424] Scientific (d=0.0072) | #7 [3439] Scientific (d=0.0073) | #8 [3393] Scientific (d=0.0074) | #9 [3398] Scientific (d=0.0074) | #10 [3445] Scientific (d=0.0075) + 3070 Report Memo 0.0038 #1 [2355] Memo (d=0.0038) | #2 [2443] Memo (d=0.0048) | #3 [2404] Memo (d=0.0051) | #4 [2430] Memo (d=0.0052) | #5 [1579] Letter (d=0.0055) | #6 [1789] Letter (d=0.0056) | #7 [2397] Memo (d=0.0056) | #8 [1826] Letter (d=0.0057) | #9 [1769] Letter (d=0.0057) | #10 [1985] Memo (d=0.0057) + 2961 Report Form 0.0058 #1 [977] Form (d=0.0058) | #2 [2921] Report (d=0.0067) | #3 [989] Form (d=0.0074) | #4 [2548] News (d=0.0074) | #5 [982] Form (d=0.0076) | #6 [2596] News (d=0.0079) | #7 [1088] Form (d=0.0081) | #8 [2591] News (d=0.0084) | #9 [2558] News (d=0.0085) | #10 [931] Form (d=0.0085) + 3033 Report Letter 0.0055 #1 [1692] Letter (d=0.0055) | #2 [800] Email (d=0.0060) | #3 [1697] Letter (d=0.0060) | #4 [1206] Form (d=0.0063) | #5 [1222] Form (d=0.0064) | #6 [1186] Form (d=0.0067) | #7 [1705] Letter (d=0.0068) | #8 [1693] Letter (d=0.0068) | #9 [1209] Form (d=0.0069) | #10 [1210] Form (d=0.0070) + 2860 Report Letter 0.0061 #1 [1358] Letter (d=0.0061) | #2 [2866] Report (d=0.0068) | #3 [2900] Report (d=0.0071) | #4 [2980] Report (d=0.0072) | #5 [1434] Letter (d=0.0072) | #6 [1311] Letter (d=0.0074) | #7 [3086] Report (d=0.0075) | #8 [1599] Letter (d=0.0075) | #9 [2879] Report (d=0.0075) | #10 [1190] Form (d=0.0077) + 2912 Report Letter 0.0052 #1 [1649] Letter (d=0.0052) | #2 [2887] Report (d=0.0058) | #3 [1369] Letter (d=0.0058) | #4 [1634] Letter (d=0.0060) | #5 [1487] Letter (d=0.0064) | #6 [1644] Letter (d=0.0064) | #7 [1492] Letter (d=0.0065) | #8 [1486] Letter (d=0.0065) | #9 [1596] Letter (d=0.0066) | #10 [2908] Report (d=0.0066) + 2919 Report Memo 0.0059 #1 [1996] Memo (d=0.0059) | #2 [1827] Memo (d=0.0062) | #3 [3078] Report (d=0.0062) | #4 [1599] Letter (d=0.0063) | #5 [1443] Letter (d=0.0063) | #6 [1631] Letter (d=0.0063) | #7 [2360] Memo (d=0.0064) | #8 [1514] Letter (d=0.0065) | #9 [1623] Letter (d=0.0065) | #10 [2405] Memo (d=0.0065) + 2949 Report Letter 0.0053 #1 [1599] Letter (d=0.0053) | #2 [2929] Report (d=0.0054) | #3 [1661] Letter (d=0.0054) | #4 [1673] Letter (d=0.0055) | #5 [1580] Letter (d=0.0056) | #6 [2863] Report (d=0.0056) | #7 [3415] Scientific (d=0.0058) | #8 [1574] Letter (d=0.0060) | #9 [2953] Report (d=0.0060) | #10 [2990] Report (d=0.0060) + 2978 Report Letter 0.0075 #1 [1429] Letter (d=0.0075) | #2 [2563] News (d=0.0077) | #3 [2998] Report (d=0.0079) | #4 [1523] Letter (d=0.0083) | #5 [1527] Letter (d=0.0085) | #6 [1594] Letter (d=0.0085) | #7 [3389] Scientific (d=0.0085) | #8 [1713] Letter (d=0.0085) | #9 [2909] Report (d=0.0085) | #10 [3380] Scientific (d=0.0086) + 2888 Report Scientific 0.0056 #1 [3265] Scientific (d=0.0056) | #2 [1974] Memo (d=0.0058) | #3 [1975] Memo (d=0.0066) | #4 [1265] Letter (d=0.0068) | #5 [1425] Letter (d=0.0070) | #6 [3374] Scientific (d=0.0073) | #7 [2907] Report (d=0.0075) | #8 [2430] Memo (d=0.0075) | #9 [1408] Letter (d=0.0075) | #10 [1844] Memo (d=0.0076) + 3064 Report Letter 0.0088 #1 [1826] Letter (d=0.0088) | #2 [1899] Memo (d=0.0092) | #3 [2549] News (d=0.0093) | #4 [3384] Scientific (d=0.0094) | #5 [1800] Letter (d=0.0095) | #6 [2285] Memo (d=0.0097) | #7 [1753] Letter (d=0.0097) | #8 [1780] Letter (d=0.0098) | #9 [2430] Memo (d=0.0098) | #10 [1398] Letter (d=0.0098) + 2923 Report Letter 0.0058 #1 [1443] Letter (d=0.0058) | #2 [1565] Letter (d=0.0058) | #3 [2897] Report (d=0.0059) | #4 [1488] Letter (d=0.0061) | #5 [2055] Memo (d=0.0061) | #6 [1458] Letter (d=0.0061) | #7 [2937] Report (d=0.0063) | #8 [1492] Letter (d=0.0063) | #9 [2103] Memo (d=0.0063) | #10 [2857] Report (d=0.0065) + 3024 Report News 0.0089 #1 [2603] News (d=0.0089) | #2 [1668] Letter (d=0.0091) | #3 [2594] News (d=0.0094) | #4 [2607] News (d=0.0094) | #5 [1672] Letter (d=0.0095) | #6 [2604] News (d=0.0097) | #7 [2610] News (d=0.0103) | #8 [3025] Report (d=0.0106) | #9 [2481] News (d=0.0106) | #10 [3407] Scientific (d=0.0106) + 2948 Report Memo 0.0084 #1 [2404] Memo (d=0.0084) | #2 [1563] Letter (d=0.0085) | #3 [1712] Letter (d=0.0085) | #4 [1638] Letter (d=0.0090) | #5 [2228] Memo (d=0.0092) | #6 [2973] Report (d=0.0094) | #7 [1576] Letter (d=0.0094) | #8 [1677] Letter (d=0.0095) | #9 [2945] Report (d=0.0095) | #10 [2974] Report (d=0.0097) + 2915 Report Letter 0.0064 #1 [1652] Letter (d=0.0064) | #2 [3066] Report (d=0.0064) | #3 [3098] Report (d=0.0065) | #4 [3055] Report (d=0.0066) | #5 [2974] Report (d=0.0071) | #6 [2430] Memo (d=0.0072) | #7 [1568] Letter (d=0.0073) | #8 [1326] Letter (d=0.0073) | #9 [2397] Memo (d=0.0073) | #10 [1974] Memo (d=0.0074) + 3080 Report Memo 0.0064 #1 [2032] Memo (d=0.0064) | #2 [2174] Memo (d=0.0066) | #3 [1986] Memo (d=0.0067) | #4 [2868] Report (d=0.0068) | #5 [2118] Memo (d=0.0069) | #6 [2070] Memo (d=0.0069) | #7 [1894] Memo (d=0.0069) | #8 [2016] Memo (d=0.0070) | #9 [1899] Memo (d=0.0071) | #10 [1753] Letter (d=0.0071) + 2891 Report Letter 0.0049 #1 [1620] Letter (d=0.0049) | #2 [3020] Report (d=0.0056) | #3 [1506] Letter (d=0.0060) | #4 [1369] Letter (d=0.0061) | #5 [1673] Letter (d=0.0062) | #6 [1462] Letter (d=0.0063) | #7 [2986] Report (d=0.0063) | #8 [1394] Letter (d=0.0064) | #9 [1597] Letter (d=0.0064) | #10 [2941] Report (d=0.0064) + 2996 Report Letter 0.0069 #1 [1622] Letter (d=0.0069) | #2 [1736] Letter (d=0.0069) | #3 [1568] Letter (d=0.0069) | #4 [1460] Letter (d=0.0070) | #5 [1760] Letter (d=0.0070) | #6 [1673] Letter (d=0.0071) | #7 [1329] Letter (d=0.0071) | #8 [1051] Form (d=0.0072) | #9 [2815] Note (d=0.0073) | #10 [2091] Memo (d=0.0073) + 2987 Report Memo 0.0060 #1 [2283] Memo (d=0.0060) | #2 [3311] Scientific (d=0.0066) | #3 [2876] Report (d=0.0067) | #4 [2347] Memo (d=0.0068) | #5 [2360] Memo (d=0.0069) | #6 [1629] Letter (d=0.0069) | #7 [1907] Memo (d=0.0070) | #8 [3431] Scientific (d=0.0070) | #9 [1431] Letter (d=0.0070) | #10 [2829] Note (d=0.0071) + 2959 Report Form 0.0071 #1 [851] Form (d=0.0071) | #2 [1013] Form (d=0.0071) | #3 [1122] Form (d=0.0074) | #4 [948] Form (d=0.0075) | #5 [836] Form (d=0.0075) | #6 [1016] Form (d=0.0075) | #7 [894] Form (d=0.0076) | #8 [896] Form (d=0.0076) | #9 [1201] Form (d=0.0077) | #10 [855] Form (d=0.0077) + +Label: Resume (0 bad cases / 24 total test images) + -> 0 bad cases — perfect top-1 retrieval + +Label: Scientific (29 bad cases / 59 total test images) + Sampled 20 / 29 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 3400 Scientific ADVE 0.0079 #1 [82] ADVE (d=0.0079) | #2 [1427] Letter (d=0.0082) | #3 [1300] Letter (d=0.0082) | #4 [1422] Letter (d=0.0082) | #5 [1370] Letter (d=0.0084) | #6 [146] ADVE (d=0.0084) | #7 [1190] Form (d=0.0086) | #8 [3454] Scientific (d=0.0086) | #9 [2587] News (d=0.0087) | #10 [3457] Scientific (d=0.0087) + 3223 Scientific Form 0.0087 #1 [929] Form (d=0.0087) | #2 [2666] Note (d=0.0089) | #3 [1945] Memo (d=0.0096) | #4 [2653] Note (d=0.0097) | #5 [914] Form (d=0.0100) | #6 [2672] Note (d=0.0102) | #7 [928] Form (d=0.0102) | #8 [2657] Note (d=0.0103) | #9 [2641] Note (d=0.0103) | #10 [2754] Note (d=0.0105) + 3225 Scientific Memo 0.0072 #1 [1925] Memo (d=0.0072) | #2 [2882] Report (d=0.0074) | #3 [1945] Memo (d=0.0075) | #4 [1902] Memo (d=0.0076) | #5 [1940] Memo (d=0.0077) | #6 [3251] Scientific (d=0.0078) | #7 [2879] Report (d=0.0079) | #8 [2320] Memo (d=0.0079) | #9 [1907] Memo (d=0.0079) | #10 [1912] Memo (d=0.0081) + 3303 Scientific Form 0.0041 #1 [871] Form (d=0.0041) | #2 [3343] Scientific (d=0.0046) | #3 [872] Form (d=0.0048) | #4 [3338] Scientific (d=0.0049) | #5 [894] Form (d=0.0052) | #6 [1133] Form (d=0.0052) | #7 [873] Form (d=0.0055) | #8 [856] Form (d=0.0056) | #9 [1123] Form (d=0.0060) | #10 [2699] Note (d=0.0062) + 3345 Scientific Report 0.0067 #1 [2882] Report (d=0.0067) | #2 [2847] Report (d=0.0069) | #3 [2660] Note (d=0.0073) | 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cases / 46 total test images) + Sampled 2 / 2 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 108 ADVE Form 0.4806 #1 [1201] Form (d=0.4806) | #2 [836] Form (d=0.5043) | #3 [943] Form (d=0.5103) | #4 [2705] Note (d=0.5125) | #5 [851] Form (d=0.5233) | #6 [1000] Form (d=0.5276) | #7 [931] Form (d=0.5305) | #8 [1170] Form (d=0.5312) | #9 [1078] Form (d=0.5449) | #10 [1030] Form (d=0.5502) + 29 ADVE News 0.5157 #1 [2535] News (d=0.5157) | #2 [2525] News (d=0.5516) | #3 [2497] News (d=0.5931) | #4 [2532] News (d=0.6048) | #5 [2486] News (d=0.6062) | #6 [2499] News (d=0.6070) | #7 [2623] News (d=0.6115) | #8 [2461] News (d=0.6147) | #9 [2470] News (d=0.6289) | #10 [19] ADVE (d=0.6299) + +Label: Email (3 bad cases / 115 total test images) + Sampled 3 / 3 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 748 Email Letter 0.4615 #1 [1654] Letter (d=0.4615) | #2 [1651] Letter (d=0.4923) | #3 [3027] Report (d=0.5278) | #4 [1667] Letter (d=0.5510) | #5 [1682] Letter (d=0.5684) | #6 [2304] Memo (d=0.5722) | #7 [3050] Report (d=0.5752) | #8 [1704] Letter (d=0.5849) | #9 [752] Email (d=0.5886) | #10 [1694] Letter (d=0.5988) + 551 Email Note 0.2543 #1 [2790] Note (d=0.2543) | #2 [2709] Note (d=0.3275) | #3 [443] Email (d=0.3282) | #4 [580] Email (d=0.3350) | #5 [2767] Note (d=0.3389) | #6 [255] Email (d=0.3445) | #7 [373] Email (d=0.3472) | #8 [280] Email (d=0.3584) | #9 [2658] Note (d=0.3640) | #10 [559] Email (d=0.3646) + 554 Email Note 0.1509 #1 [2714] Note (d=0.1509) | #2 [256] Email (d=0.1635) | #3 [2718] Note (d=0.1636) | #4 [649] Email (d=0.1643) | #5 [670] Email (d=0.1672) | #6 [2697] Note (d=0.1725) | #7 [272] Email (d=0.1745) | #8 [607] Email (d=0.1802) | #9 [597] Email (d=0.1821) | #10 [585] Email (d=0.1870) + +Label: Form (13 bad cases / 79 total test images) + Sampled 13 / 13 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 933 Form Scientific 0.5726 #1 [3320] Scientific (d=0.5726) | #2 [3339] Scientific (d=0.6114) | #3 [853] Form (d=0.6148) | #4 [1178] Form (d=0.6229) | #5 [990] Form (d=0.6268) | #6 [3331] Scientific (d=0.6296) | #7 [1222] Form (d=0.6331) | #8 [1239] Form (d=0.6611) | #9 [1234] Form (d=0.6666) | #10 [2935] Report (d=0.6731) + 1048 Form Report 0.5896 #1 [3001] Report (d=0.5896) | #2 [3175] Resume (d=0.5966) | #3 [1188] Form (d=0.6089) | #4 [1117] Form (d=0.6264) | #5 [664] Email (d=0.6351) | #6 [2543] News (d=0.6412) | #7 [120] ADVE (d=0.6452) | #8 [3168] Resume (d=0.6477) | #9 [2622] News (d=0.6554) | #10 [3181] Resume (d=0.6580) + 993 Form Report 0.1477 #1 [2921] Report (d=0.1477) | #2 [977] Form (d=0.1494) | #3 [987] Form (d=0.1633) | #4 [989] Form (d=0.1680) | #5 [982] Form (d=0.1766) | #6 [950] Form (d=0.1775) | #7 [1238] Form (d=0.1856) | #8 [1128] Form (d=0.1872) | #9 [2558] News (d=0.2021) | #10 [2924] Report (d=0.2073) + 859 Form Note 0.5912 #1 [2737] Note (d=0.5912) | #2 [2683] Note (d=0.6041) | #3 [998] Form (d=0.6182) | #4 [2706] Note (d=0.6258) | #5 [2804] Note (d=0.6294) | #6 [1968] Memo (d=0.6391) | #7 [861] Form (d=0.6630) | #8 [1144] Form (d=0.6713) | #9 [2723] Note (d=0.6735) | #10 [858] Form (d=0.6761) + 996 Form Scientific 0.5532 #1 [3339] Scientific (d=0.5532) | #2 [948] Form (d=0.6073) | #3 [851] Form (d=0.6108) | #4 [946] Form (d=0.6235) | #5 [1173] Form (d=0.6328) | #6 [995] Form (d=0.6369) | #7 [1095] Form (d=0.6473) | #8 [832] Form (d=0.6547) | #9 [943] Form (d=0.6601) | #10 [1200] Form (d=0.6653) + 1067 Form Email 0.5753 #1 [685] Email (d=0.5753) | #2 [2227] Memo (d=0.5796) | #3 [2814] Note (d=0.5883) | #4 [690] Email (d=0.5930) | #5 [283] Email (d=0.5968) | #6 [694] Email (d=0.6074) | #7 [611] Email (d=0.6244) | #8 [488] Email (d=0.6290) | #9 [1022] Form (d=0.6314) | #10 [695] Email (d=0.6330) + 890 Form Note 0.2353 #1 [2687] Note (d=0.2353) | #2 [2743] Note (d=0.2390) | #3 [829] Form (d=0.2427) | #4 [2693] Note (d=0.2542) | #5 [2820] Note (d=0.2631) | #6 [2749] Note (d=0.2636) | #7 [2692] Note (d=0.2642) | #8 [2772] Note (d=0.2762) | #9 [2711] Note (d=0.3011) | #10 [2636] Note (d=0.3108) + 1075 Form Note 0.5304 #1 [2768] Note (d=0.5304) | #2 [2739] Note (d=0.5315) | #3 [1053] Form (d=0.5530) | #4 [2641] Note (d=0.5779) | #5 [2708] Note (d=0.5952) | #6 [959] Form (d=0.5979) | #7 [2788] Note (d=0.5996) | #8 [927] Form (d=0.6003) | #9 [945] Form (d=0.6014) | #10 [104] ADVE (d=0.6282) + 956 Form Memo 0.5717 #1 [2250] Memo (d=0.5717) | #2 [2233] Memo (d=0.5973) | #3 [2201] Memo (d=0.6578) | #4 [1090] Form (d=0.6599) | #5 [2097] Memo (d=0.6645) | #6 [1250] Form (d=0.6678) | #7 [946] Form (d=0.6706) | #8 [910] Form (d=0.6736) | #9 [2072] Memo (d=0.6907) | #10 [2242] Memo (d=0.6918) + 1204 Form Letter 0.4654 #1 [1692] Letter (d=0.4654) | #2 [1705] Letter (d=0.5022) | #3 [1697] Letter (d=0.5088) | #4 [800] Email (d=0.5411) | #5 [1693] Letter (d=0.5713) | #6 [1681] Letter (d=0.5755) | #7 [1203] Form (d=0.6004) | #8 [1694] Letter (d=0.6158) | #9 [1702] Letter (d=0.6311) | #10 [740] Email (d=0.6335) + 911 Form Note 0.3493 #1 [2820] Note (d=0.3493) | #2 [920] Form (d=0.3736) | #3 [2687] Note (d=0.3802) | #4 [2638] Note (d=0.3814) | #5 [2738] Note (d=0.3876) | #6 [2733] Note (d=0.4006) | #7 [2824] Note (d=0.4035) | #8 [952] Form (d=0.4107) | #9 [2727] Note (d=0.4120) | #10 [2693] Note (d=0.4376) + 1208 Form Letter 0.3512 #1 [1697] Letter (d=0.3512) | #2 [1692] Letter (d=0.3686) | #3 [1705] Letter (d=0.4859) | #4 [1206] Form (d=0.5139) | #5 [800] Email (d=0.5265) | #6 [1693] Letter (d=0.5387) | #7 [1694] Letter (d=0.6010) | #8 [1682] Letter (d=0.6019) | #9 [1717] Letter (d=0.6021) | #10 [1687] Letter (d=0.6250) + 1021 Form Report 0.6723 #1 [2955] Report (d=0.6723) | #2 [1134] Form (d=0.6945) | #3 [1247] Form (d=0.7071) | #4 [1090] Form (d=0.7160) | #5 [2159] Memo (d=0.7165) | #6 [1748] Letter (d=0.7236) | #7 [1759] Letter (d=0.7239) | #8 [3343] Scientific (d=0.7259) | #9 [1148] Form (d=0.7291) | #10 [1039] Form (d=0.7294) + +Label: Letter (29 bad cases / 114 total test images) + Sampled 20 / 29 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 1495 Letter Report 0.4981 #1 [2936] Report (d=0.4981) | #2 [1525] Letter (d=0.5426) | #3 [1529] Letter (d=0.5844) | #4 [1530] Letter (d=0.5880) | #5 [1531] Letter (d=0.5937) | #6 [1976] Memo (d=0.6131) | #7 [1579] Letter (d=0.6199) | #8 [1595] Letter (d=0.6249) | #9 [1721] Letter (d=0.6267) | #10 [3020] Report (d=0.6332) + 1819 Letter Note 0.3806 #1 [2749] Note (d=0.3806) | #2 [829] Form (d=0.3944) | #3 [3224] Scientific (d=0.4004) | #4 [3103] Resume (d=0.4090) | #5 [2772] Note (d=0.4271) | #6 [2692] Note (d=0.4300) | #7 [2693] Note (d=0.4389) | #8 [2743] Note (d=0.4405) | #9 [2656] Note (d=0.4474) | #10 [2820] Note (d=0.4492) + 1323 Letter News 0.4795 #1 [2580] News (d=0.4795) | #2 [2563] News (d=0.5446) | #3 [865] Form (d=0.5451) | #4 [1117] Form (d=0.5656) | #5 [1959] Memo (d=0.5691) | #6 [2546] News (d=0.5862) | #7 [3140] Resume (d=0.5937) | #8 [1362] Letter (d=0.6009) | #9 [1724] Letter (d=0.6045) | #10 [3103] Resume (d=0.6055) + 1812 Letter ADVE 0.5896 #1 [51] ADVE (d=0.5896) | #2 [2330] Memo (d=0.5973) | #3 [2648] Note (d=0.6117) | #4 [1897] Memo (d=0.6249) | #5 [1782] Letter (d=0.6258) | #6 [116] ADVE (d=0.6293) | #7 [2287] Memo (d=0.6457) | #8 [1813] Letter (d=0.6509) | #9 [1817] Letter (d=0.6534) | #10 [1985] Memo (d=0.6564) + 1799 Letter Memo 0.4535 #1 [2433] Memo (d=0.4535) | #2 [1889] Memo (d=0.4669) | #3 [1937] Memo (d=0.5126) | #4 [3100] Report (d=0.5149) | #5 [1900] Memo (d=0.5371) | #6 [1810] Letter (d=0.5397) | #7 [2435] Memo (d=0.5415) | #8 [1807] Letter (d=0.5557) | #9 [1815] Letter (d=0.5586) | #10 [2442] Memo (d=0.5648) + 1675 Letter Report 0.5505 #1 [3029] Report (d=0.5505) | #2 [1679] Letter (d=0.6022) | #3 [1609] Letter (d=0.6168) | #4 [3015] Report (d=0.6265) | #5 [1984] Memo (d=0.6368) | #6 [1017] Form (d=0.6375) | #7 [1541] Letter (d=0.6404) | #8 [3146] Resume (d=0.6477) | #9 [1725] Letter (d=0.6524) | #10 [3110] Resume (d=0.6633) + 1686 Letter Form 0.7048 #1 [1197] Form (d=0.7048) | #2 [2924] Report (d=0.7327) | #3 [1084] Form (d=0.7330) | #4 [1720] Letter (d=0.7368) | #5 [1700] Letter (d=0.7405) | #6 [1045] Form (d=0.7469) | #7 [1656] Letter (d=0.7515) | #8 [87] ADVE (d=0.7526) | #9 [193] ADVE (d=0.7550) | #10 [717] Email (d=0.7573) + 1412 Letter Report 0.5979 #1 [3013] Report (d=0.5979) | #2 [1533] Letter (d=0.6076) | #3 [1383] Letter (d=0.6192) | #4 [1502] Letter (d=0.6251) | #5 [1444] Letter (d=0.6322) | #6 [2916] Report (d=0.6369) | #7 [2879] Report (d=0.6400) | #8 [1583] Letter (d=0.6401) | #9 [1528] Letter (d=0.6427) | #10 [2869] Report (d=0.6442) + 1586 Letter Report 0.5741 #1 [2934] Report (d=0.5741) | #2 [1661] Letter (d=0.5867) | #3 [3094] Report (d=0.6026) | #4 [1679] Letter (d=0.6151) | #5 [1639] Letter (d=0.6193) | #6 [1609] Letter (d=0.6288) | #7 [1190] Form (d=0.6450) | #8 [3085] Report (d=0.6601) | #9 [2953] Report (d=0.6642) | #10 [1182] Form (d=0.6650) + 1557 Letter Report 0.5998 #1 [2973] Report (d=0.5998) | #2 [2847] Report (d=0.6155) | #3 [2241] Memo (d=0.6214) | #4 [1359] Letter (d=0.6219) | #5 [1902] Memo (d=0.6235) | #6 [3006] Report (d=0.6251) | #7 [1609] Letter (d=0.6395) | #8 [2863] Report (d=0.6432) | #9 [1626] Letter (d=0.6494) | #10 [3065] Report (d=0.6524) + 1660 Letter Form 0.5597 #1 [1191] Form (d=0.5597) | #2 [1630] Letter (d=0.5701) | #3 [1610] Letter (d=0.5876) | #4 [1506] Letter (d=0.5939) | #5 [1481] Letter (d=0.6081) | #6 [1599] Letter (d=0.6169) | #7 [1509] Letter (d=0.6187) | #8 [1561] Letter (d=0.6196) | #9 [2908] Report (d=0.6338) | #10 [1528] Letter (d=0.6347) + 1407 Letter Report 0.4810 #1 [2977] Report (d=0.4810) | #2 [1455] Letter (d=0.4944) | #3 [1536] Letter (d=0.4996) | #4 [1460] Letter (d=0.5043) | #5 [2857] Report (d=0.5148) | #6 [1478] Letter (d=0.5171) | #7 [1454] Letter (d=0.5189) | #8 [1466] Letter (d=0.5616) | #9 [2874] Report (d=0.5630) | #10 [1669] Letter (d=0.5718) + 1403 Letter Memo 0.4241 #1 [1929] Memo (d=0.4241) | #2 [1596] Letter (d=0.4326) | #3 [1381] Letter (d=0.4414) | #4 [2896] Report (d=0.4483) | #5 [2169] Memo (d=0.4491) | #6 [1466] Letter (d=0.4528) | #7 [1895] Memo (d=0.4575) | #8 [2857] Report (d=0.4610) | #9 [1492] Letter (d=0.4613) | #10 [1478] Letter (d=0.4615) + 1385 Letter Report 0.3320 #1 [2893] Report (d=0.3320) | #2 [1381] Letter (d=0.4176) | #3 [2937] Report (d=0.4231) | #4 [1567] Letter (d=0.4394) | #5 [2894] Report (d=0.4617) | #6 [1501] Letter (d=0.4636) | #7 [2871] Report (d=0.4725) | #8 [1600] Letter (d=0.4744) | #9 [2897] Report (d=0.4880) | #10 [2920] Report (d=0.4993) + 1333 Letter Note 0.5213 #1 [2733] Note (d=0.5213) | #2 [2820] Note (d=0.5328) | #3 [1247] Form (d=0.5423) | #4 [920] Form (d=0.5440) | #5 [829] Form (d=0.5550) | #6 [1310] Letter (d=0.5557) | #7 [2692] Note (d=0.5585) | #8 [2687] Note (d=0.5619) | #9 [2743] Note (d=0.5777) | #10 [2711] Note (d=0.5787) + 1701 Letter Report 0.3176 #1 [3012] Report (d=0.3176) | #2 [3085] Report (d=0.4413) | #3 [2969] Report (d=0.4937) | #4 [3084] Report (d=0.4965) | #5 [3035] Report (d=0.5078) | #6 [3068] Report (d=0.5180) | #7 [3044] Report (d=0.5359) | #8 [2247] Memo (d=0.5398) | #9 [3094] Report (d=0.5422) | #10 [3051] Report (d=0.5456) + 1788 Letter Report 0.3097 #1 [3100] Report (d=0.3097) | #2 [1804] Letter (d=0.3508) | #3 [1807] Letter (d=0.4824) | #4 [1791] Letter (d=0.5441) | #5 [1485] Letter (d=0.5490) | #6 [1720] Letter (d=0.5561) | #7 [1479] Letter (d=0.5672) | #8 [1769] Letter (d=0.5820) | #9 [1498] Letter (d=0.5848) | #10 [1474] Letter (d=0.5878) + 1781 Letter Report 0.5204 #1 [2836] Report (d=0.5204) | #2 [1843] Memo (d=0.5770) | #3 [1410] Letter (d=0.5886) | #4 [2514] News (d=0.5904) | #5 [1398] Letter (d=0.5914) | #6 [1326] Letter (d=0.6171) | #7 [2351] Memo (d=0.6284) | #8 [1302] Letter (d=0.6293) | #9 [1910] Memo (d=0.6302) | #10 [3099] Report (d=0.6411) + 1688 Letter Form 0.5289 #1 [1206] Form (d=0.5289) | #2 [1697] Letter (d=0.5411) | #3 [800] Email (d=0.5577) | #4 [1705] Letter (d=0.5605) | #5 [1694] Letter (d=0.5943) | #6 [1692] Letter (d=0.5982) | #7 [1693] Letter (d=0.6133) | #8 [1717] Letter (d=0.6286) | #9 [2412] Memo (d=0.6463) | #10 [1615] Letter (d=0.6701) + 1260 Letter Report 0.4947 #1 [3067] Report (d=0.4947) | #2 [1782] Letter (d=0.5230) | #3 [1951] Memo (d=0.5341) | #4 [3074] Report (d=0.5588) | #5 [2994] Report (d=0.5597) | #6 [1789] Letter (d=0.5633) | #7 [1939] Memo (d=0.5857) | #8 [2955] Report (d=0.5904) | #9 [3091] Report (d=0.5928) | #10 [3007] Report (d=0.5947) + +Label: Memo (21 bad cases / 130 total test images) + Sampled 20 / 21 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 2264 Memo Email 0.5390 #1 [450] Email (d=0.5390) | #2 [385] Email (d=0.5413) | #3 [2200] Memo (d=0.5525) | #4 [412] Email (d=0.5702) | #5 [275] Email (d=0.5941) | #6 [532] Email (d=0.5972) | #7 [279] Email (d=0.5996) | #8 [2073] Memo (d=0.6067) | #9 [2425] Memo (d=0.6106) | #10 [533] Email (d=0.6167) + 2251 Memo Resume 0.5283 #1 [3218] Resume (d=0.5283) | #2 [3122] Resume (d=0.5513) | #3 [3163] Resume (d=0.5842) | #4 [1951] Memo (d=0.5854) | #5 [2900] Report (d=0.5863) | #6 [3266] Scientific (d=0.5892) | #7 [3067] Report (d=0.5928) | #8 [3091] Report (d=0.5972) | #9 [1358] Letter (d=0.6048) | #10 [3056] Report (d=0.6053) + 2191 Memo Report 0.5787 #1 [2850] Report (d=0.5787) | #2 [1924] Memo (d=0.5998) | #3 [3407] Scientific (d=0.6120) | #4 [2170] Memo (d=0.6238) | #5 [2070] Memo (d=0.6340) | #6 [2107] Memo (d=0.6414) | #7 [3373] Scientific (d=0.6482) | #8 [2120] Memo (d=0.6569) | #9 [3310] Scientific (d=0.6581) | #10 [2001] Memo (d=0.6641) + 2350 Memo Letter 0.5143 #1 [1425] Letter (d=0.5143) | #2 [1921] Memo (d=0.5152) | #3 [3310] Scientific (d=0.5283) | #4 [1568] Letter (d=0.5306) | #5 [2906] Report (d=0.5408) | #6 [2107] Memo (d=0.5476) | #7 [1929] Memo (d=0.5542) | #8 [2874] Report (d=0.5549) | #9 [3098] Report (d=0.5594) | #10 [1508] Letter (d=0.5597) + 2208 Memo Letter 0.5091 #1 [1768] Letter (d=0.5091) | #2 [1760] Letter (d=0.5655) | #3 [2094] Memo (d=0.5717) | #4 [1789] Letter (d=0.5775) | #5 [1762] Letter (d=0.6008) | #6 [2107] Memo (d=0.6015) | #7 [2815] Note (d=0.6017) | #8 [3098] Report (d=0.6026) | #9 [3012] Report (d=0.6101) | #10 [1624] Letter (d=0.6114) + 2025 Memo Scientific 0.3501 #1 [3295] Scientific (d=0.3501) | #2 [1992] Memo (d=0.3823) | #3 [1921] Memo (d=0.4134) | #4 [1994] Memo (d=0.4280) | #5 [2018] Memo (d=0.4608) | #6 [2254] Memo (d=0.4755) | #7 [2033] Memo (d=0.5015) | #8 [2024] Memo (d=0.5064) | #9 [2017] Memo (d=0.5068) | #10 [2016] Memo (d=0.5087) + 2223 Memo Form 0.5464 #1 [1051] Form (d=0.5464) | #2 [3081] Report (d=0.5618) | #3 [2091] Memo (d=0.5795) | #4 [2247] Memo (d=0.5912) | #5 [3083] Report (d=0.5944) | #6 [1764] Letter (d=0.6094) | #7 [3045] Report (d=0.6096) | #8 [1789] Letter (d=0.6177) | #9 [2144] Memo (d=0.6178) | #10 [1786] Letter (d=0.6192) + 2373 Memo Scientific 0.4957 #1 [3229] Scientific (d=0.4957) | #2 [2341] Memo (d=0.5299) | #3 [2344] Memo (d=0.5449) | #4 [2015] Memo (d=0.5505) | #5 [2353] Memo (d=0.5658) | #6 [3284] Scientific (d=0.5868) | #7 [1966] Memo (d=0.5883) | #8 [3230] Scientific (d=0.5897) | #9 [2314] Memo (d=0.5900) | #10 [3415] Scientific (d=0.5986) + 2277 Memo Letter 0.5274 #1 [1768] Letter (d=0.5274) | #2 [1813] Letter (d=0.6688) | #3 [2201] Memo (d=0.6770) | #4 [1723] Letter (d=0.6776) | #5 [1787] Letter (d=0.6863) | #6 [1717] Letter (d=0.6907) | #7 [2423] Memo (d=0.6956) | #8 [2632] News (d=0.7045) | #9 [1805] Letter (d=0.7202) | #10 [1625] Letter (d=0.7275) + 2375 Memo Report 0.5014 #1 [2937] Report (d=0.5014) | #2 [2325] Memo (d=0.5268) | #3 [1908] Memo (d=0.5365) | #4 [2060] Memo (d=0.5710) | #5 [2349] Memo (d=0.5779) | #6 [2379] Memo (d=0.5822) | #7 [1381] Letter (d=0.5851) | #8 [2990] Report (d=0.5932) | #9 [1540] Letter (d=0.6001) | #10 [1533] Letter (d=0.6060) + 2198 Memo Report 0.4402 #1 [3075] Report (d=0.4402) | #2 [3266] Scientific (d=0.5353) | #3 [3073] Report (d=0.5428) | #4 [2367] Memo (d=0.5529) | #5 [3091] Report (d=0.5925) | #6 [1358] Letter (d=0.6021) | #7 [3044] Report (d=0.6087) | #8 [3056] Report (d=0.6090) | #9 [3086] Report (d=0.6090) | #10 [3067] Report (d=0.6100) + 1935 Memo Letter 0.5550 #1 [1410] Letter (d=0.5550) | #2 [2290] Memo (d=0.5586) | #3 [1938] Memo (d=0.5758) | #4 [2451] News (d=0.5805) | #5 [1919] Memo (d=0.5942) | #6 [1853] Memo (d=0.5946) | #7 [3457] Scientific (d=0.6046) | #8 [1843] Memo (d=0.6254) | #9 [2873] Report (d=0.6261) | #10 [3182] Resume (d=0.6266) + 2048 Memo Report 0.5131 #1 [2899] Report (d=0.5131) | #2 [3037] Report (d=0.5448) | #3 [940] Form (d=0.5880) | #4 [3375] Scientific (d=0.6330) | #5 [2379] Memo (d=0.6500) | #6 [3378] Scientific (d=0.6523) | #7 [1049] Form (d=0.6743) | #8 [2859] Report (d=0.6792) | #9 [3091] Report (d=0.6803) | #10 [2678] Note (d=0.6852) + 2280 Memo Report 0.5153 #1 [2857] Report (d=0.5153) | #2 [2072] Memo (d=0.5406) | #3 [2967] Report (d=0.5582) | #4 [2094] Memo (d=0.5686) | #5 [1568] Letter (d=0.5737) | #6 [2084] Memo (d=0.5743) | #7 [2019] Memo (d=0.5766) | #8 [1895] Memo (d=0.5781) | #9 [2965] Report (d=0.5791) | #10 [2163] Memo (d=0.5804) + 2301 Memo Report 0.4968 #1 [3018] Report (d=0.4968) | #2 [2228] Memo (d=0.5446) | #3 [1712] Letter (d=0.5626) | #4 [1327] Letter (d=0.5810) | #5 [1761] Letter (d=0.5826) | #6 [1821] Letter (d=0.6090) | #7 [3062] Report (d=0.6127) | #8 [2569] News (d=0.6187) | #9 [1787] Letter (d=0.6231) | #10 [2542] News (d=0.6237) + 2316 Memo Letter 0.5373 #1 [1603] Letter (d=0.5373) | #2 [2140] Memo (d=0.5707) | #3 [1547] Letter (d=0.5718) | #4 [2298] Memo (d=0.5820) | #5 [2341] Memo (d=0.5847) | #6 [2299] Memo (d=0.5858) | #7 [1994] Memo (d=0.5935) | #8 [1487] Letter (d=0.5975) | #9 [1595] Letter (d=0.6130) | #10 [1542] Letter (d=0.6177) + 1881 Memo Letter 0.4931 #1 [1299] Letter (d=0.4931) | #2 [2364] Memo (d=0.5142) | #3 [1770] Letter (d=0.5440) | #4 [1895] Memo (d=0.5512) | #5 [2344] Memo (d=0.5650) | #6 [1772] Letter (d=0.5739) | #7 [2942] Report (d=0.5758) | #8 [1379] Letter (d=0.5791) | #9 [2379] Memo (d=0.5799) | #10 [1921] Memo (d=0.5879) + 2326 Memo Letter 0.5558 #1 [1344] Letter (d=0.5558) | #2 [1907] Memo (d=0.5638) | #3 [1895] Memo (d=0.5679) | #4 [1882] Memo (d=0.5803) | #5 [2327] Memo (d=0.5823) | #6 [2320] Memo (d=0.5855) | #7 [1911] Memo (d=0.6021) | #8 [2323] Memo (d=0.6070) | #9 [2386] Memo (d=0.6100) | #10 [1903] Memo (d=0.6124) + 2003 Memo Letter 0.5388 #1 [1796] Letter (d=0.5388) | #2 [2348] Memo (d=0.5433) | #3 [1786] Letter (d=0.5492) | #4 [2202] Memo (d=0.5504) | #5 [2444] Memo (d=0.5514) | #6 [3100] Report (d=0.5568) | #7 [1576] Letter (d=0.5720) | #8 [1789] Letter (d=0.5728) | #9 [2404] Memo (d=0.5834) | #10 [1804] Letter (d=0.5865) + 1845 Memo Scientific 0.5083 #1 [3224] Scientific (d=0.5083) | #2 [1829] Memo (d=0.5339) | #3 [1374] Letter (d=0.5673) | #4 [867] Form (d=0.5837) | #5 [3380] Scientific (d=0.5973) | #6 [1998] Memo (d=0.6020) | #7 [1867] Memo (d=0.6034) | #8 [3103] Resume (d=0.6041) | #9 [2636] Note (d=0.6069) | #10 [2693] Note (d=0.6156) + +Label: News (5 bad cases / 44 total test images) + Sampled 5 / 5 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 2619 News Scientific 0.5374 #1 [3255] Scientific (d=0.5374) | #2 [2617] News (d=0.5681) | #3 [3237] Scientific (d=0.5749) | #4 [3258] Scientific (d=0.5796) | #5 [2568] News (d=0.5807) | #6 [2543] News (d=0.5814) | #7 [2494] News (d=0.5881) | #8 [2452] News (d=0.5899) | #9 [3261] Scientific (d=0.5973) | #10 [3407] Scientific (d=0.5977) + 2547 News Report 0.1768 #1 [2921] Report (d=0.1768) | #2 [2548] News (d=0.1833) | #3 [2556] News (d=0.1886) | #4 [91] ADVE (d=0.1928) | #5 [2591] News (d=0.2002) | #6 [2463] News (d=0.2010) | #7 [2584] News (d=0.2018) | #8 [2558] News (d=0.2057) | #9 [2579] News (d=0.2236) | #10 [2596] News (d=0.2263) + 2477 News Scientific 0.4774 #1 [3455] Scientific (d=0.4774) | #2 [2488] News (d=0.5030) | #3 [2510] News (d=0.5035) | #4 [2520] News (d=0.5044) | #5 [3257] Scientific (d=0.5104) | #6 [2476] News (d=0.5182) | #7 [3366] Scientific (d=0.5399) | #8 [3481] Scientific (d=0.5512) | #9 [2511] News (d=0.5512) | #10 [2491] News (d=0.5527) + 2577 News Form 0.5445 #1 [998] Form (d=0.5445) | #2 [2763] Note (d=0.5538) | #3 [2765] Note (d=0.5603) | #4 [2764] Note (d=0.5849) | #5 [62] ADVE (d=0.5866) | #6 [2597] News (d=0.5907) | #7 [2643] Note (d=0.5924) | #8 [3349] Scientific (d=0.5934) | #9 [194] ADVE (d=0.6004) | #10 [2675] Note (d=0.6013) + 2564 News Form 0.3790 #1 [922] Form (d=0.3790) | #2 [2939] Report (d=0.3792) | #3 [2548] News (d=0.4007) | #4 [3314] Scientific (d=0.4042) | #5 [2711] Note (d=0.4052) | #6 [1128] Form (d=0.4109) | #7 [987] Form (d=0.4119) | #8 [931] Form (d=0.4125) | #9 [977] Form (d=0.4154) | #10 [2616] News (d=0.4155) + +Label: Note (4 bad cases / 32 total test images) + Sampled 4 / 4 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 2730 Note ADVE 0.3262 #1 [115] ADVE (d=0.3262) | #2 [2733] Note (d=0.3424) | #3 [920] Form (d=0.3450) | #4 [3] ADVE (d=0.3609) | #5 [2655] Note (d=0.3691) | #6 [2700] Note (d=0.3797) | #7 [2699] Note (d=0.4039) | #8 [2705] Note (d=0.4120) | #9 [1078] Form (d=0.4135) | #10 [2777] Note (d=0.4164) + 2726 Note Email 0.2533 #1 [628] Email (d=0.2533) | #2 [301] Email (d=0.2676) | #3 [431] Email (d=0.2683) | #4 [575] Email (d=0.2732) | #5 [259] Email (d=0.2793) | #6 [2731] Note (d=0.2825) | #7 [401] Email (d=0.2829) | #8 [2765] Note (d=0.2862) | #9 [327] Email (d=0.2885) | #10 [370] Email (d=0.2899) + 2654 Note ADVE 0.3295 #1 [151] ADVE (d=0.3295) | #2 [920] Form (d=0.3917) | #3 [2687] Note (d=0.3926) | #4 [3282] Scientific (d=0.3982) | #5 [2733] Note (d=0.4096) | #6 [134] ADVE (d=0.4194) | #7 [2705] Note (d=0.4235) | #8 [2756] Note (d=0.4281) | #9 [2693] Note (d=0.4301) | #10 [829] Form (d=0.4313) + 2744 Note Memo 0.5625 #1 [2382] Memo (d=0.5625) | #2 [2817] Note (d=0.5950) | #3 [1645] Letter (d=0.6006) | #4 [2642] Note (d=0.6405) | #5 [1912] Memo (d=0.6521) | #6 [1777] Letter (d=0.6537) | #7 [2825] Note (d=0.6611) | #8 [2822] Note (d=0.6630) | #9 [2752] Note (d=0.6653) | #10 [2732] Note (d=0.6745) + +Label: Report (30 bad cases / 54 total test images) + Sampled 20 / 30 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 3000 Report Memo 0.4927 #1 [2241] Memo (d=0.4927) | #2 [1657] Letter (d=0.5782) | #3 [1768] Letter (d=0.6070) | #4 [3012] Report (d=0.6295) | #5 [1794] Letter (d=0.6379) | #6 [3007] Report (d=0.6416) | #7 [3089] Report (d=0.6526) | #8 [3065] Report (d=0.6540) | #9 [2079] Memo (d=0.6553) | #10 [1985] Memo (d=0.6580) + 2867 Report Letter 0.5168 #1 [1481] Letter (d=0.5168) | #2 [1722] Letter (d=0.5618) | #3 [2904] Report (d=0.5829) | #4 [2933] Report (d=0.6180) | #5 [1631] Letter (d=0.6292) | #6 [1607] Letter (d=0.6467) | #7 [2905] Report (d=0.6467) | #8 [1476] Letter (d=0.6535) | #9 [1985] Memo (d=0.6567) | #10 [2932] Report (d=0.6610) + 3024 Report News 0.4287 #1 [2594] News (d=0.4287) | #2 [2604] News (d=0.4351) | #3 [2603] News (d=0.4541) | #4 [2610] News (d=0.4657) | #5 [2607] News (d=0.4733) | #6 [2605] News (d=0.4844) | #7 [2585] News (d=0.4845) | #8 [2598] News (d=0.5198) | #9 [1668] Letter (d=0.5310) | #10 [1672] Letter (d=0.5643) + 3093 Report Memo 0.6506 #1 [2104] Memo (d=0.6506) | #2 [2859] Report (d=0.6577) | #3 [2299] Memo (d=0.6651) | #4 [2890] Report (d=0.6685) | #5 [2184] Memo (d=0.6770) | #6 [3065] Report (d=0.6781) | #7 [2878] Report (d=0.6804) | #8 [2234] Memo (d=0.6866) | #9 [1902] Memo (d=0.6883) | #10 [1907] Memo (d=0.6931) + 2996 Report Letter 0.5596 #1 [1622] Letter (d=0.5596) | #2 [3012] Report (d=0.5657) | #3 [3015] Report (d=0.5675) | #4 [3027] Report (d=0.5786) | #5 [1568] Letter (d=0.5799) | #6 [1760] Letter (d=0.5817) | #7 [3006] Report (d=0.5875) | #8 [3054] Report (d=0.5879) | #9 [3098] Report (d=0.5880) | #10 [1580] Letter (d=0.5891) + 2892 Report Letter 0.5184 #1 [1513] Letter (d=0.5184) | #2 [2903] Report (d=0.5595) | #3 [1542] Letter (d=0.5635) | #4 [2905] Report (d=0.5866) | #5 [1596] Letter (d=0.6070) | #6 [1532] Letter (d=0.6194) | #7 [1381] Letter (d=0.6279) | #8 [2929] Report (d=0.6332) | #9 [1853] Memo (d=0.6351) | #10 [3013] Report (d=0.6369) + 2914 Report Scientific 0.5516 #1 [3262] Scientific (d=0.5516) | #2 [2890] Report (d=0.5537) | #3 [2878] Report (d=0.5860) | #4 [3394] Scientific (d=0.5966) | #5 [2587] News (d=0.5984) | #6 [2866] Report (d=0.6008) | #7 [2998] Report (d=0.6066) | #8 [3241] Scientific (d=0.6225) | #9 [3411] Scientific (d=0.6227) | #10 [3040] Report (d=0.6310) + 2984 Report Letter 0.4628 #1 [1532] Letter (d=0.4628) | #2 [3020] Report (d=0.4757) | #3 [1369] Letter (d=0.5162) | #4 [1542] Letter (d=0.5449) | #5 [3013] Report (d=0.5646) | #6 [1506] Letter (d=0.5680) | #7 [1540] Letter (d=0.5755) | #8 [1462] Letter (d=0.5766) | #9 [2918] Report (d=0.5777) | #10 [2936] Report (d=0.5779) + 2957 Report Letter 0.5067 #1 [1588] Letter (d=0.5067) | #2 [1544] Letter (d=0.5233) | #3 [1678] Letter (d=0.5458) | #4 [2344] Memo (d=0.5722) | #5 [1536] Letter (d=0.5738) | #6 [3020] Report (d=0.5775) | #7 [3009] Report (d=0.5788) | #8 [2942] Report (d=0.5795) | #9 [1620] Letter (d=0.5852) | #10 [2967] Report (d=0.5944) + 3080 Report Memo 0.4995 #1 [2070] Memo (d=0.4995) | #2 [2001] Memo (d=0.5974) | #3 [2174] Memo (d=0.5991) | #4 [1770] Letter (d=0.6116) | #5 [2868] Report (d=0.6164) | #6 [2329] Memo (d=0.6181) | #7 [2016] Memo (d=0.6252) | #8 [2032] Memo (d=0.6304) | #9 [1876] Memo (d=0.6312) | #10 [2254] Memo (d=0.6351) + 2888 Report Scientific 0.4213 #1 [3265] Scientific (d=0.4213) | #2 [1974] Memo (d=0.4962) | #3 [2907] Report (d=0.5230) | #4 [3374] Scientific (d=0.5259) | #5 [3256] Scientific (d=0.5568) | #6 [1425] Letter (d=0.5688) | #7 [1265] Letter (d=0.5717) | #8 [1975] Memo (d=0.5872) | #9 [3438] Scientific (d=0.5935) | #10 [3398] Scientific (d=0.6069) + 2912 Report Letter 0.4688 #1 [1649] Letter (d=0.4688) | #2 [1369] Letter (d=0.5311) | #3 [2887] Report (d=0.5388) | #4 [1634] Letter (d=0.5454) | #5 [1487] Letter (d=0.5531) | #6 [1596] Letter (d=0.5581) | #7 [1603] Letter (d=0.5616) | #8 [1472] Letter (d=0.5657) | #9 [1532] Letter (d=0.5707) | #10 [2908] Report (d=0.5718) + 2959 Report Form 0.5325 #1 [836] Form (d=0.5325) | #2 [851] Form (d=0.5987) | #3 [1197] Form (d=0.6023) | #4 [1207] Form (d=0.6054) | #5 [906] Form (d=0.6154) | #6 [948] Form (d=0.6166) | #7 [1166] Form (d=0.6202) | #8 [971] Form (d=0.6244) | #9 [907] Form (d=0.6250) | #10 [1250] Form (d=0.6328) + 2856 Report News 0.4350 #1 [2514] News (d=0.4350) | #2 [1780] Letter (d=0.5282) | #3 [3001] Report (d=0.5570) | #4 [3055] Report (d=0.5915) | #5 [2973] Report (d=0.6042) | #6 [1787] Letter (d=0.6120) | #7 [2855] Report (d=0.6125) | #8 [2998] Report (d=0.6245) | #9 [3046] Report (d=0.6255) | #10 [1713] Letter (d=0.6315) + 2860 Report Letter 0.4446 #1 [1358] Letter (d=0.4446) | #2 [1434] Letter (d=0.5011) | #3 [1646] Letter (d=0.5431) | #4 [2864] Report (d=0.5510) | #5 [2866] Report (d=0.5532) | #6 [2980] Report (d=0.5724) | #7 [2913] Report (d=0.5801) | #8 [2900] Report (d=0.5808) | #9 [2879] Report (d=0.5978) | #10 [3222] Scientific (d=0.6007) + 3060 Report Scientific 0.3827 #1 [3364] Scientific (d=0.3827) | #2 [3396] Scientific (d=0.4093) | #3 [3409] Scientific (d=0.4413) | #4 [3440] Scientific (d=0.4436) | #5 [3445] Scientific (d=0.4595) | #6 [3478] Scientific (d=0.4595) | #7 [3414] Scientific (d=0.4610) | #8 [3393] Scientific (d=0.4699) | #9 [3371] Scientific (d=0.4750) | #10 [3398] Scientific (d=0.4764) + 3070 Report Memo 0.3775 #1 [2355] Memo (d=0.3775) | #2 [2443] Memo (d=0.4602) | #3 [2404] Memo (d=0.4894) | #4 [1789] Letter (d=0.5166) | #5 [3085] Report (d=0.5182) | #6 [2444] Memo (d=0.5328) | #7 [3094] Report (d=0.5391) | #8 [1580] Letter (d=0.5427) | #9 [2969] Report (d=0.5456) | #10 [1579] Letter (d=0.5547) + 2880 Report Scientific 0.4519 #1 [3406] Scientific (d=0.4519) | #2 [2885] Report (d=0.4808) | #3 [1371] Letter (d=0.4864) | #4 [3398] Scientific (d=0.5095) | #5 [2906] Report (d=0.5207) | #6 [3397] Scientific (d=0.5234) | #7 [3364] Scientific (d=0.5344) | #8 [3415] Scientific (d=0.5387) | #9 [3443] Scientific (d=0.5419) | #10 [2883] Report (d=0.5422) + 2884 Report Scientific 0.4775 #1 [3406] Scientific (d=0.4775) | #2 [3397] Scientific (d=0.4844) | #3 [3415] Scientific (d=0.5289) | #4 [2846] Report (d=0.5332) | #5 [1371] Letter (d=0.5487) | #6 [2885] Report (d=0.5495) | #7 [2883] Report (d=0.5580) | #8 [3443] Scientific (d=0.5582) | #9 [1554] Letter (d=0.5597) | #10 [3398] Scientific (d=0.5609) + 2961 Report Form 0.1894 #1 [977] Form (d=0.1894) | #2 [2921] Report 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0000000000000000000000000000000000000000..31cfb182be8729aa264c4a7c487747592d431978 --- /dev/null +++ b/tabacco3482_benchmarks/figures/layoutlmv3/badcases/Large_center/Large_center_bad_cases_log.txt @@ -0,0 +1,202 @@ +BAD CASE REPORT — Large center +Criterion: top-1 kNN neighbour (cosine) has wrong label +Variant : Large_center +TOP_K : 10 +========================================================================================== + +Label: ADVE (7 bad cases / 46 total test images) + Sampled 7 / 7 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 133 ADVE Report 0.3687 #1 [2866] Report (d=0.3687) | #2 [1630] Letter (d=0.3977) | #3 [130] ADVE (d=0.4043) | #4 [1167] Form (d=0.4234) | #5 [1528] Letter (d=0.4363) | #6 [1521] Letter (d=0.4563) | #7 [1462] Letter (d=0.4651) | #8 [146] ADVE (d=0.4930) | #9 [1370] Letter (d=0.4986) | #10 [1488] Letter (d=0.5034) + 29 ADVE Report 0.3242 #1 [2998] Report (d=0.3242) | #2 [2587] News (d=0.3329) | #3 [2563] News (d=0.3886) | #4 [1209] Form (d=0.3932) | #5 [2627] News (d=0.3944) | #6 [2513] News (d=0.3994) | #7 [1250] Form (d=0.4109) | #8 [929] Form (d=0.4186) | #9 [2552] News (d=0.4220) | #10 [854] Form (d=0.4229) + 113 ADVE Memo 0.4582 #1 [2298] Memo (d=0.4582) | #2 [1394] Letter (d=0.4739) | #3 [1577] Letter (d=0.4999) | #4 [2900] Report (d=0.5002) | #5 [1443] Letter (d=0.5068) | #6 [2404] Memo (d=0.5138) | #7 [3088] Report (d=0.5160) | #8 [1612] Letter (d=0.5279) | #9 [1721] Letter (d=0.5339) | #10 [1706] Letter (d=0.5439) + 192 ADVE Form 0.5962 #1 [1060] Form (d=0.5962) | #2 [3262] Scientific (d=0.6447) | #3 [59] ADVE (d=0.6467) | #4 [2474] News (d=0.6583) | #5 [2226] Memo (d=0.6587) | #6 [96] ADVE (d=0.6610) | #7 [2] ADVE (d=0.6639) | #8 [55] ADVE (d=0.6677) | #9 [188] ADVE (d=0.6720) | #10 [76] ADVE (d=0.6803) + 78 ADVE News 0.0000 #1 [2571] News (d=0.0000) | #2 [94] ADVE (d=0.0000) | #3 [207] ADVE (d=0.0000) | #4 [13] ADVE (d=0.2053) | #5 [57] ADVE (d=0.5087) | #6 [2611] News (d=0.5406) | #7 [2786] Note (d=0.5599) | #8 [3349] Scientific (d=0.5668) | #9 [1283] Letter (d=0.5751) | #10 [2469] News (d=0.5902) + 108 ADVE Form 0.4369 #1 [1182] Form (d=0.4369) | #2 [1232] Form (d=0.4660) | #3 [1000] Form (d=0.4863) | #4 [1195] Form (d=0.4962) | #5 [953] Form (d=0.5232) | #6 [1663] Letter (d=0.5233) | #7 [2854] Report (d=0.5233) | #8 [2705] Note (d=0.5304) | #9 [1006] Form (d=0.5405) | #10 [874] Form (d=0.5414) + 68 ADVE News 0.0000 #1 [2571] News (d=0.0000) | #2 [94] ADVE (d=0.0000) | #3 [207] ADVE (d=0.0000) | #4 [13] ADVE (d=0.2053) | #5 [57] ADVE (d=0.5087) | #6 [2611] News (d=0.5406) | #7 [2786] Note (d=0.5599) | #8 [3349] Scientific (d=0.5668) | #9 [1283] Letter (d=0.5751) | #10 [2469] News (d=0.5902) + +Label: Email (7 bad cases / 115 total test images) + Sampled 7 / 7 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 738 Email Memo 0.3730 #1 [1860] Memo (d=0.3730) | #2 [1315] Letter (d=0.4011) | #3 [775] Email (d=0.4123) | #4 [806] Email (d=0.4147) | #5 [1134] Form (d=0.4212) | #6 [2406] Memo (d=0.4235) | #7 [2214] Memo (d=0.4311) | #8 [2065] Memo (d=0.4533) | #9 [736] Email (d=0.4544) | #10 [787] Email (d=0.4559) + 743 Email Letter 0.2723 #1 [1466] Letter (d=0.2723) | #2 [802] Email (d=0.3438) | #3 [402] Email (d=0.3579) | #4 [775] Email (d=0.3774) | #5 [766] Email (d=0.4039) | #6 [3145] Resume (d=0.4066) | #7 [1089] Form (d=0.4099) | #8 [806] Email (d=0.4226) | #9 [747] Email (d=0.4351) | #10 [1616] Letter (d=0.4356) + 709 Email Form 0.4526 #1 [1026] Form (d=0.4526) | #2 [1685] Letter (d=0.4774) | #3 [2231] Memo (d=0.4819) | #4 [1985] Memo (d=0.4878) | #5 [2869] Report (d=0.4985) | #6 [2111] Memo (d=0.5046) | #7 [1254] Form (d=0.5133) | #8 [2813] Note (d=0.5179) | #9 [2274] Memo (d=0.5185) | #10 [3031] Report (d=0.5186) + 719 Email Note 0.3614 #1 [2814] Note (d=0.3614) | #2 [527] Email (d=0.4083) | #3 [3329] Scientific (d=0.4291) | #4 [886] Form (d=0.4305) | #5 [2132] Memo (d=0.4425) | #6 [879] Form (d=0.4606) | #7 [1474] Letter (d=0.4644) | #8 [759] Email (d=0.4686) | #9 [488] Email (d=0.4798) | #10 [2265] Memo (d=0.4831) + 748 Email Letter 0.3654 #1 [1299] Letter (d=0.3654) | #2 [1559] Letter (d=0.3903) | #3 [3202] Resume (d=0.4026) | #4 [1741] Letter (d=0.4145) | #5 [1413] Letter (d=0.4215) | #6 [3406] Scientific (d=0.4229) | #7 [764] Email (d=0.4351) | #8 [1416] Letter (d=0.4599) | #9 [2276] Memo (d=0.4642) | #10 [747] Email (d=0.4645) + 739 Email Report 0.3628 #1 [3062] Report (d=0.3628) | #2 [787] Email (d=0.4487) | #3 [710] Email (d=0.4777) | #4 [800] Email (d=0.4834) | #5 [711] Email (d=0.4841) | #6 [3045] Report (d=0.4971) | #7 [3202] Resume (d=0.5039) | #8 [1794] Letter (d=0.5165) | #9 [752] Email (d=0.5207) | #10 [3365] Scientific (d=0.5276) + 551 Email Note 0.2570 #1 [2766] Note (d=0.2570) | #2 [2790] Note (d=0.2740) | #3 [2799] Note (d=0.2823) | #4 [443] Email (d=0.2998) | #5 [440] Email (d=0.3146) | #6 [2750] Note (d=0.3195) | #7 [2709] Note (d=0.3257) | #8 [2760] Note (d=0.3303) | #9 [580] Email (d=0.3338) | #10 [559] Email (d=0.3494) + +Label: Form (29 bad cases / 79 total test images) + Sampled 20 / 29 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 1075 Form Report 0.4120 #1 [3049] Report (d=0.4120) | #2 [1258] Form (d=0.4442) | #3 [3331] Scientific (d=0.4605) | #4 [1561] Letter (d=0.4638) | #5 [1100] Form (d=0.4657) | #6 [1099] Form (d=0.4663) | #7 [2168] Memo (d=0.4845) | #8 [2963] Report (d=0.5000) | #9 [1194] Form (d=0.5043) | #10 [1801] Letter (d=0.5216) + 841 Form Resume 0.4080 #1 [3153] Resume (d=0.4080) | #2 [2076] Memo (d=0.4136) | #3 [1985] Memo (d=0.4240) | #4 [938] Form (d=0.4361) | #5 [2136] Memo (d=0.4545) | #6 [2886] Report (d=0.4574) | #7 [1257] Form (d=0.4594) | #8 [943] Form (d=0.4608) | #9 [1145] Form (d=0.4654) | #10 [3009] Report (d=0.4697) + 1018 Form Report 0.4066 #1 [3039] Report (d=0.4066) | #2 [2367] Memo (d=0.4203) | #3 [765] Email (d=0.4217) | #4 [3375] Scientific (d=0.4346) | #5 [826] Email (d=0.5112) | #6 [1016] Form (d=0.5119) | #7 [1091] Form (d=0.5124) | #8 [916] Form (d=0.5229) | #9 [3086] Report (d=0.5463) | #10 [1239] Form (d=0.5523) + 1071 Form Memo 0.3790 #1 [2087] Memo (d=0.3790) | #2 [2331] Memo (d=0.3910) | #3 [1234] Form (d=0.4135) | #4 [1028] Form (d=0.4168) | #5 [1723] Letter (d=0.4436) | #6 [1038] Form (d=0.4498) | #7 [1930] Memo (d=0.4545) | #8 [1143] Form (d=0.4615) | #9 [1114] Form (d=0.4710) | #10 [1528] Letter (d=0.4716) + 1140 Form Resume 0.3910 #1 [3120] Resume (d=0.3910) | #2 [1233] Form (d=0.4597) | #3 [3338] Scientific (d=0.4665) | #4 [3122] Resume (d=0.4696) | #5 [3269] Scientific (d=0.4959) | #6 [2120] Memo (d=0.4981) | #7 [3343] Scientific (d=0.5058) | #8 [2379] Memo (d=0.5079) | #9 [3218] Resume (d=0.5180) | #10 [984] Form (d=0.5268) + 843 Form Memo 0.4029 #1 [2139] Memo (d=0.4029) | #2 [3333] Scientific (d=0.4542) | #3 [2114] Memo (d=0.5390) | #4 [900] Form (d=0.5528) | #5 [3355] Scientific (d=0.5544) | #6 [2063] Memo (d=0.5548) | #7 [2133] Memo (d=0.5550) | #8 [2171] Memo (d=0.5592) | #9 [3289] Scientific (d=0.5600) | #10 [1922] Memo (d=0.5671) + 1246 Form News 0.2759 #1 [2559] News (d=0.2759) | #2 [909] Form (d=0.2965) | #3 [854] Form (d=0.3107) | #4 [2501] News (d=0.3290) | #5 [2603] News (d=0.3658) | #6 [2456] News (d=0.3742) | #7 [30] ADVE (d=0.3767) | #8 [922] Form (d=0.3876) | #9 [2479] News (d=0.3881) | #10 [1240] Form (d=0.3904) + 994 Form Scientific 0.3287 #1 [3301] Scientific (d=0.3287) | #2 [2932] Report (d=0.3782) | #3 [1031] Form (d=0.3850) | #4 [945] Form (d=0.3948) | #5 [1194] Form (d=0.4152) | #6 [3086] Report (d=0.4287) | #7 [2641] Note (d=0.4291) | #8 [943] Form (d=0.4564) | #9 [1046] Form (d=0.4702) | #10 [1203] Form (d=0.4703) + 1067 Form Memo 0.4848 #1 [2265] Memo (d=0.4848) | #2 [2092] Memo (d=0.4856) | #3 [1995] Memo (d=0.4861) | #4 [1979] Memo (d=0.4914) | #5 [1968] Memo (d=0.5160) | #6 [2073] Memo (d=0.5174) | #7 [2215] Memo (d=0.5192) | #8 [302] Email (d=0.5221) | #9 [2765] Note (d=0.5252) | #10 [988] Form (d=0.5271) + 1020 Form Report 0.3707 #1 [2921] Report (d=0.3707) | #2 [3286] Scientific (d=0.4239) | #3 [1225] Form (d=0.4375) | #4 [3388] Scientific (d=0.4461) | #5 [2924] Report (d=0.4650) | #6 [902] Form (d=0.4698) | #7 [2956] Report (d=0.4832) | #8 [834] Form (d=0.4834) | #9 [2548] News (d=0.4854) | #10 [1128] Form (d=0.4962) + 1208 Form Report 0.4271 #1 [3049] Report (d=0.4271) | #2 [1383] Letter (d=0.4623) | #3 [1587] Letter (d=0.4757) | #4 [1028] Form (d=0.4808) | #5 [1697] Letter (d=0.4976) | #6 [1729] Letter (d=0.5048) | #7 [1222] Form (d=0.5109) | #8 [2807] Note (d=0.5142) | #9 [1510] Letter (d=0.5165) | #10 [1055] Form (d=0.5217) + 885 Form Report 0.3077 #1 [2921] Report (d=0.3077) | #2 [1225] Form (d=0.3398) | #3 [976] Form (d=0.3425) | #4 [1238] Form (d=0.3632) | #5 [977] Form (d=0.3912) | #6 [1128] Form (d=0.3939) | #7 [2663] Note (d=0.4010) | #8 [978] Form (d=0.4046) | #9 [3286] Scientific (d=0.4094) | #10 [982] Form (d=0.4210) + 890 Form Scientific 0.3274 #1 [3333] Scientific (d=0.3274) | #2 [3355] Scientific (d=0.3484) | #3 [1915] Memo (d=0.3641) | #4 [1883] Memo (d=0.3757) | #5 [1003] Form (d=0.3835) | #6 [3107] Resume (d=0.3937) | #7 [2674] Note (d=0.4012) | #8 [2745] Note (d=0.4086) | #9 [3378] Scientific (d=0.4263) | #10 [3307] Scientific (d=0.4391) + 866 Form Memo 0.4072 #1 [2258] Memo (d=0.4072) | #2 [1498] Letter (d=0.4093) | #3 [1249] Form (d=0.4279) | #4 [1110] Form (d=0.4443) | #5 [3117] Resume (d=0.4480) | #6 [318] Email (d=0.4712) | #7 [1109] Form (d=0.4722) | #8 [1980] Memo (d=0.4778) | #9 [1773] Letter (d=0.4778) | #10 [3123] Resume (d=0.4778) + 1155 Form Memo 0.3819 #1 [2209] Memo (d=0.3819) | #2 [3359] Scientific (d=0.4218) | #3 [1089] Form (d=0.4326) | #4 [1005] Form (d=0.4355) | #5 [1134] Form (d=0.4403) | #6 [2229] Memo (d=0.4423) | #7 [3061] Report (d=0.4483) | #8 [2214] Memo (d=0.4580) | #9 [2836] Report (d=0.4862) | #10 [845] Form (d=0.4927) + 996 Form Report 0.4344 #1 [3039] Report (d=0.4344) | #2 [1016] Form (d=0.4746) | #3 [1091] Form (d=0.4776) | #4 [2367] Memo (d=0.4787) | #5 [1200] Form (d=0.4932) | #6 [1257] Form (d=0.4968) | #7 [1019] Form (d=0.5044) | #8 [765] Email (d=0.5174) | #9 [914] Form (d=0.5240) | #10 [3086] Report (d=0.5397) + 859 Form Note 0.4929 #1 [2706] Note (d=0.4929) | #2 [2196] Memo (d=0.4939) | #3 [2544] News (d=0.4994) | #4 [862] Form (d=0.5139) | #5 [2763] Note (d=0.5187) | #6 [3281] Scientific (d=0.5222) | #7 [1054] Form (d=0.5243) | #8 [3334] Scientific (d=0.5280) | #9 [2567] News (d=0.5358) | #10 [511] Email (d=0.5470) + 835 Form Resume 0.3529 #1 [3154] Resume (d=0.3529) | #2 [2095] Memo (d=0.3679) | #3 [870] Form (d=0.3840) | #4 [3153] Resume (d=0.3866) | #5 [3206] Resume (d=0.3966) | #6 [1211] Form (d=0.4160) | #7 [2922] Report (d=0.4232) | #8 [937] Form (d=0.4266) | #9 [878] Form (d=0.4343) | #10 [938] Form (d=0.4415) + 1025 Form Email 0.3648 #1 [603] Email (d=0.3648) | #2 [260] Email (d=0.3652) | #3 [2702] Note (d=0.4049) | #4 [2635] Note (d=0.4121) | #5 [504] Email (d=0.4239) | #6 [3459] Scientific (d=0.4240) | #7 [636] Email (d=0.4309) | #8 [418] Email (d=0.4358) | #9 [252] Email (d=0.4380) | #10 [721] Email (d=0.4390) + 1248 Form ADVE 0.2405 #1 [140] ADVE (d=0.2405) | #2 [1250] Form (d=0.2421) | #3 [154] ADVE (d=0.2466) | #4 [121] ADVE (d=0.2606) | #5 [3175] Resume (d=0.2735) | #6 [143] ADVE (d=0.2745) | #7 [155] ADVE (d=0.2785) | #8 [139] ADVE (d=0.2823) | #9 [153] ADVE (d=0.2866) | #10 [1199] Form (d=0.2887) + +Label: Letter (53 bad cases / 114 total test images) + Sampled 20 / 53 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 1711 Letter Report 0.4038 #1 [2936] Report (d=0.4038) | #2 [1472] Letter (d=0.4190) | #3 [1523] Letter (d=0.4238) | #4 [1563] Letter (d=0.4477) | #5 [1722] Letter (d=0.4490) | #6 [1543] Letter (d=0.4527) | #7 [3009] Report (d=0.4662) | #8 [3084] Report (d=0.4731) | #9 [1577] Letter (d=0.4765) | #10 [1648] Letter (d=0.4839) + 1519 Letter Report 0.4528 #1 [2991] Report (d=0.4528) | #2 [2121] Memo (d=0.4711) | #3 [3059] Report (d=0.4732) | #4 [3189] Resume (d=0.4800) | #5 [1410] Letter (d=0.4824) | #6 [3195] Resume (d=0.4900) | #7 [1919] Memo (d=0.4957) | #8 [2893] Report (d=0.4981) | #9 [1568] Letter (d=0.5012) | #10 [1897] Memo (d=0.5022) + 1812 Letter Report 0.4882 #1 [3016] Report (d=0.4882) | #2 [3215] Resume (d=0.4924) | #3 [1292] Letter (d=0.5120) | #4 [3423] Scientific (d=0.5163) | #5 [2504] News (d=0.5277) | #6 [51] ADVE (d=0.5305) | #7 [3216] Resume (d=0.5373) | #8 [3479] Scientific (d=0.5410) | #9 [1736] Letter (d=0.5445) | #10 [3477] Scientific (d=0.5469) + 1781 Letter Resume 0.2660 #1 [3192] Resume (d=0.2660) | #2 [3406] Scientific (d=0.3113) | #3 [2022] Memo (d=0.3197) | #4 [3136] Resume (d=0.3274) | #5 [1876] Memo (d=0.3405) | #6 [1895] Memo (d=0.3411) | #7 [3425] Scientific (d=0.3432) | #8 [2140] Memo (d=0.3454) | #9 [1371] Letter (d=0.3548) | #10 [2069] Memo (d=0.3619) + 1483 Letter Email 0.4731 #1 [725] Email (d=0.4731) | #2 [2299] Memo (d=0.5030) | #3 [1574] Letter (d=0.5074) | #4 [3406] Scientific (d=0.5115) | #5 [1564] Letter (d=0.5164) | #6 [1761] Letter (d=0.5219) | #7 [3193] Resume (d=0.5266) | #8 [1299] Letter (d=0.5294) | #9 [1721] Letter (d=0.5329) | #10 [2024] Memo (d=0.5415) + 1698 Letter Report 0.3374 #1 [2863] Report (d=0.3374) | #2 [1563] Letter (d=0.3667) | #3 [1722] Letter (d=0.4043) | #4 [1725] Letter (d=0.4105) | #5 [2986] Report (d=0.4111) | #6 [1550] Letter (d=0.4199) | #7 [3043] Report (d=0.4264) | #8 [1577] Letter (d=0.4508) | #9 [2993] Report (d=0.4524) | #10 [1693] Letter (d=0.4578) + 1333 Letter Form 0.3812 #1 [878] Form (d=0.3812) | #2 [1998] Memo (d=0.3927) | #3 [920] Form (d=0.4347) | #4 [3119] Resume (d=0.4486) | #5 [1124] Form (d=0.4627) | #6 [3057] Report (d=0.4660) | #7 [2076] Memo (d=0.4755) | #8 [1448] Letter (d=0.4761) | #9 [1142] Form (d=0.4784) | #10 [3442] Scientific (d=0.4800) + 1785 Letter Memo 0.5027 #1 [2415] Memo (d=0.5027) | #2 [1022] Form (d=0.5587) | #3 [2204] Memo (d=0.5682) | #4 [2200] Memo (d=0.6123) | #5 [2832] Note (d=0.6216) | #6 [2260] Memo (d=0.6235) | #7 [1689] Letter (d=0.6322) | #8 [3240] Scientific (d=0.6357) | #9 [356] Email (d=0.6365) | #10 [2247] Memo (d=0.6367) + 1557 Letter Scientific 0.5283 #1 [3319] Scientific (d=0.5283) | #2 [2838] Report (d=0.5351) | #3 [1626] Letter (d=0.5523) | #4 [2973] Report (d=0.5525) | #5 [1530] Letter (d=0.5547) | #6 [3041] Report (d=0.5600) | #7 [3006] Report (d=0.5793) | #8 [3023] Report (d=0.5879) | #9 [2847] Report (d=0.5944) | #10 [2039] Memo (d=0.6068) + 1491 Letter Resume 0.3372 #1 [3181] Resume (d=0.3372) | #2 [1190] Form (d=0.3470) | #3 [1540] Letter (d=0.3566) | #4 [3058] Report (d=0.3608) | #5 [1425] Letter (d=0.3791) | #6 [1189] Form (d=0.3804) | #7 [3032] Report (d=0.3877) | #8 [1387] Letter (d=0.3895) | #9 [3168] Resume (d=0.3918) | #10 [1010] Form (d=0.3933) + 1701 Letter Report 0.3166 #1 [2863] Report (d=0.3166) | #2 [3043] Report (d=0.3738) | #3 [2027] Memo (d=0.3786) | #4 [1532] Letter (d=0.3874) | #5 [2973] Report (d=0.3899) | #6 [3041] Report (d=0.3938) | #7 [1217] Form (d=0.4059) | #8 [1537] Letter (d=0.4080) | #9 [1590] Letter (d=0.4338) | #10 [1717] Letter (d=0.4386) + 1456 Letter Memo 0.5080 #1 [2152] Memo (d=0.5080) | #2 [2171] Memo (d=0.5135) | #3 [1619] Letter (d=0.5166) | #4 [1704] Letter (d=0.5415) | #5 [2324] Memo (d=0.5434) | #6 [1889] Memo (d=0.5434) | #7 [3379] Scientific (d=0.5439) | #8 [1440] Letter (d=0.5560) | #9 [1645] Letter (d=0.5561) | #10 [2129] Memo (d=0.5562) + 1675 Letter Report 0.3630 #1 [3031] Report (d=0.3630) | #2 [1679] Letter (d=0.3636) | #3 [160] ADVE (d=0.4339) | #4 [1638] Letter (d=0.4375) | #5 [3146] Resume (d=0.4401) | #6 [2869] Report (d=0.4450) | #7 [1667] Letter (d=0.4458) | #8 [2866] Report (d=0.4580) | #9 [1659] Letter (d=0.4587) | #10 [1190] Form (d=0.4597) + 1463 Letter Report 0.3947 #1 [2904] Report (d=0.3947) | #2 [1550] Letter (d=0.3990) | #3 [1430] Letter (d=0.4063) | #4 [1545] Letter (d=0.4113) | #5 [1712] Letter (d=0.4475) | #6 [1694] Letter (d=0.4697) | #7 [2887] Report (d=0.4735) | #8 [1513] Letter (d=0.4881) | #9 [3377] Scientific (d=0.4928) | #10 [2936] Report (d=0.4947) + 1695 Letter Email 0.6119 #1 [659] Email (d=0.6119) | #2 [705] Email (d=0.6340) | #3 [1538] Letter (d=0.6360) | #4 [1572] Letter (d=0.6402) | #5 [2415] Memo (d=0.6795) | #6 [1900] Memo (d=0.6820) | #7 [3026] Report (d=0.6935) | #8 [3281] Scientific (d=0.7045) | #9 [2052] Memo (d=0.7215) | #10 [3291] Scientific (d=0.7271) + 1496 Letter Memo 0.3214 #1 [2153] Memo (d=0.3214) | #2 [1531] Letter (d=0.3796) | #3 [2055] Memo (d=0.3900) | #4 [2009] Memo (d=0.4118) | #5 [1446] Letter (d=0.4341) | #6 [1379] Letter (d=0.4391) | #7 [1477] Letter (d=0.4393) | #8 [3442] Scientific (d=0.4402) | #9 [2076] Memo (d=0.4480) | #10 [2986] Report (d=0.4502) + 1433 Letter Report 0.3661 #1 [2905] Report (d=0.3661) | #2 [2903] Report (d=0.4049) | #3 [2866] Report (d=0.4103) | #4 [1622] Letter (d=0.4464) | #5 [1592] Letter (d=0.4555) | #6 [3476] Scientific (d=0.4580) | #7 [1602] Letter (d=0.4704) | #8 [1528] Letter (d=0.4710) | #9 [1462] Letter (d=0.4747) | #10 [1544] Letter (d=0.4892) + 1727 Letter Resume 0.4189 #1 [3185] Resume (d=0.4189) | #2 [1318] Letter (d=0.4200) | #3 [1729] Letter (d=0.4224) | #4 [1682] Letter (d=0.4407) | #5 [1860] Memo (d=0.4506) | #6 [1561] Letter (d=0.4518) | #7 [2904] Report (d=0.4569) | #8 [1575] Letter (d=0.4656) | #9 [1336] Letter (d=0.4691) | #10 [1510] Letter (d=0.4773) + 1367 Letter Scientific 0.5498 #1 [3379] Scientific (d=0.5498) | #2 [2908] Report (d=0.5838) | #3 [1432] Letter (d=0.5901) | #4 [3105] Resume (d=0.5916) | #5 [1487] Letter (d=0.6038) | #6 [1605] Letter (d=0.6059) | #7 [1981] Memo (d=0.6234) | #8 [1957] Memo (d=0.6268) | #9 [1937] Memo (d=0.6278) | #10 [2129] Memo (d=0.6364) + 1628 Letter Report 0.3962 #1 [2974] Report (d=0.3962) | #2 [1567] Letter (d=0.4009) | #3 [3415] Scientific (d=0.4269) | #4 [1536] Letter (d=0.4347) | #5 [3179] Resume (d=0.4374) | #6 [2391] Memo (d=0.4463) | #7 [3191] Resume (d=0.4566) | #8 [2184] Memo (d=0.4661) | #9 [2849] Report (d=0.4697) | #10 [2094] Memo (d=0.4719) + +Label: Memo (61 bad cases / 130 total test images) + Sampled 20 / 61 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 1909 Memo Report 0.4253 #1 [2937] Report (d=0.4253) | #2 [1145] Form (d=0.4655) | #3 [2005] Memo (d=0.4689) | #4 [2299] Memo (d=0.4714) | #5 [2269] Memo (d=0.4738) | #6 [2072] Memo (d=0.4764) | #7 [2885] Report (d=0.4810) | #8 [1516] Letter (d=0.4814) | #9 [3009] Report (d=0.4827) | #10 [2075] Memo (d=0.4834) + 2296 Memo Scientific 0.3429 #1 [3278] Scientific (d=0.3429) | #2 [1063] Form (d=0.3447) | #3 [2743] Note (d=0.3819) | #4 [2361] Memo (d=0.3989) | #5 [2384] Memo (d=0.4172) | #6 [2400] Memo (d=0.4284) | #7 [2346] Memo (d=0.4388) | #8 [2327] Memo (d=0.4626) | #9 [2365] Memo (d=0.4713) | #10 [1892] Memo (d=0.4751) + 2352 Memo Report 0.4957 #1 [3013] Report (d=0.4957) | #2 [1981] Memo (d=0.4961) | #3 [2854] Report (d=0.5066) | #4 [1470] Letter (d=0.5421) | #5 [2785] Note (d=0.5434) | #6 [1877] Memo (d=0.5446) | #7 [2416] Memo (d=0.5495) | #8 [1651] Letter (d=0.5510) | #9 [2839] Report (d=0.5527) | #10 [1492] Letter (d=0.5533) + 2326 Memo Form 0.3283 #1 [1039] Form (d=0.3283) | #2 [2179] Memo (d=0.3363) | #3 [1907] Memo (d=0.3488) | #4 [2258] Memo (d=0.3678) | #5 [944] Form (d=0.3705) | #6 [1151] Form (d=0.3789) | #7 [3126] Resume (d=0.3797) | #8 [1892] Memo (d=0.3812) | #9 [1393] Letter (d=0.3817) | #10 [3402] Scientific (d=0.3908) + 2251 Memo Report 0.2595 #1 [3075] Report (d=0.2595) | #2 [3264] Scientific (d=0.3392) | #3 [2950] Report (d=0.3609) | #4 [853] Form (d=0.3685) | #5 [3266] Scientific (d=0.3724) | #6 [3067] Report (d=0.3793) | #7 [3056] Report (d=0.3909) | #8 [1245] Form (d=0.3986) | #9 [3271] Scientific (d=0.4005) | #10 [2393] Memo (d=0.4031) + 2439 Memo Scientific 0.4038 #1 [3240] Scientific (d=0.4038) | #2 [2376] Memo (d=0.4081) | #3 [903] Form (d=0.4222) | #4 [3467] Scientific (d=0.4332) | #5 [2433] Memo (d=0.4350) | #6 [1440] Letter (d=0.4522) | #7 [3468] Scientific (d=0.4582) | #8 [2288] Memo (d=0.4604) | #9 [1777] Letter (d=0.4818) | #10 [1228] Form (d=0.4890) + 1893 Memo Letter 0.4030 #1 [1416] Letter (d=0.4030) | #2 [2019] Memo (d=0.4062) | #3 [2391] Memo (d=0.4073) | #4 [1754] Letter (d=0.4163) | #5 [1368] Letter (d=0.4244) | #6 [1753] Letter (d=0.4307) | #7 [2202] Memo (d=0.4317) | #8 [2305] Memo (d=0.4386) | #9 [1508] Letter (d=0.4413) | #10 [2104] Memo (d=0.4443) + 1905 Memo Letter 0.4307 #1 [1774] Letter (d=0.4307) | #2 [1376] Letter (d=0.5062) | #3 [1331] Letter (d=0.5192) | #4 [861] Form (d=0.5250) | #5 [221] ADVE (d=0.5437) | #6 [2420] Memo (d=0.5461) | #7 [1581] Letter (d=0.5493) | #8 [2253] Memo (d=0.5535) | #9 [3328] Scientific (d=0.5581) | #10 [1823] Letter (d=0.5588) + 2115 Memo Letter 0.4476 #1 [1539] Letter (d=0.4476) | #2 [2258] Memo (d=0.4586) | #3 [3227] Scientific (d=0.4636) | #4 [240] Email (d=0.4667) | #5 [2362] Memo (d=0.4676) | #6 [1049] Form (d=0.4692) | #7 [1151] Form (d=0.4856) | #8 [1564] Letter (d=0.4889) | #9 [2013] Memo (d=0.4928) | #10 [2046] Memo (d=0.4999) + 2210 Memo Report 0.4063 #1 [3068] Report (d=0.4063) | #2 [2427] Memo (d=0.4149) | #3 [3369] Scientific (d=0.4211) | #4 [3131] Resume (d=0.4387) | #5 [3154] Resume (d=0.4454) | #6 [1195] Form (d=0.4555) | #7 [2095] Memo (d=0.4557) | #8 [2854] Report (d=0.4605) | #9 [945] Form (d=0.4607) | #10 [3171] Resume (d=0.4638) + 1846 Memo Letter 0.4503 #1 [1803] Letter (d=0.4503) | #2 [3328] Scientific (d=0.4632) | #3 [852] Form (d=0.5095) | #4 [3331] Scientific (d=0.5128) | #5 [861] Form (d=0.5205) | #6 [1757] Letter (d=0.5384) | #7 [1206] Form (d=0.5404) | #8 [1824] Letter (d=0.5431) | #9 [899] Form (d=0.5437) | #10 [1056] Form (d=0.5463) + 1872 Memo ADVE 0.3334 #1 [2] ADVE (d=0.3334) | #2 [1767] Letter (d=0.3531) | #3 [11] ADVE (d=0.3653) | #4 [229] ADVE (d=0.3696) | #5 [2455] News (d=0.3714) | #6 [1866] Memo (d=0.3839) | #7 [99] ADVE (d=0.4137) | #8 [16] ADVE (d=0.4209) | #9 [2470] News (d=0.4253) | #10 [188] ADVE (d=0.4270) + 2409 Memo Note 0.4616 #1 [2674] Note (d=0.4616) | #2 [930] Form (d=0.4649) | #3 [2281] Memo (d=0.4734) | #4 [2319] Memo (d=0.4743) | #5 [2394] Memo (d=0.4745) | #6 [2323] Memo (d=0.4841) | #7 [2384] Memo (d=0.5011) | #8 [2376] Memo (d=0.5048) | #9 [2300] Memo (d=0.5083) | #10 [2687] Note (d=0.5085) + 2291 Memo Resume 0.4426 #1 [3214] Resume (d=0.4426) | #2 [3154] Resume (d=0.4517) | #3 [3103] Resume (d=0.4798) | #4 [2845] Report (d=0.4826) | #5 [2815] Note (d=0.4896) | #6 [3216] Resume (d=0.4911) | #7 [3213] Resume (d=0.5212) | #8 [2209] Memo (d=0.5439) | #9 [3176] Resume (d=0.5449) | #10 [1761] Letter (d=0.5523) + 1920 Memo Form 0.5842 #1 [1258] Form (d=0.5842) | #2 [3338] Scientific (d=0.6016) | #3 [2231] Memo (d=0.6027) | #4 [1552] Letter (d=0.6043) | #5 [2407] Memo (d=0.6124) | #6 [1136] Form (d=0.6125) | #7 [2076] Memo (d=0.6173) | #8 [2222] Memo (d=0.6201) | #9 [1985] Memo (d=0.6211) | #10 [1057] Form (d=0.6259) + 2175 Memo Note 0.2966 #1 [2693] Note (d=0.2966) | #2 [2300] Memo (d=0.3106) | #3 [2674] Note (d=0.3199) | #4 [1196] Form (d=0.3414) | #5 [1049] Form (d=0.3438) | #6 [3307] Scientific (d=0.3667) | #7 [2127] Memo (d=0.3748) | #8 [3289] Scientific (d=0.3816) | #9 [2365] Memo (d=0.3836) | #10 [2687] Note (d=0.3905) + 1873 Memo ADVE 0.3987 #1 [134] ADVE (d=0.3987) | #2 [1546] Letter (d=0.4090) | #3 [87] ADVE (d=0.4346) | #4 [35] ADVE (d=0.4381) | #5 [118] ADVE (d=0.4536) | #6 [2] ADVE (d=0.4568) | #7 [5] ADVE (d=0.4656) | #8 [1865] Memo (d=0.4740) | #9 [193] ADVE (d=0.4812) | #10 [2462] News (d=0.4817) + 1855 Memo Resume 0.4202 #1 [3182] Resume (d=0.4202) | #2 [1839] Memo (d=0.4337) | #3 [3139] Resume (d=0.4378) | #4 [1843] Memo (d=0.4395) | #5 [2873] Report (d=0.4415) | #6 [3195] Resume (d=0.4495) | #7 [3418] Scientific (d=0.4499) | #8 [3134] Resume (d=0.4585) | #9 [3452] Scientific (d=0.4671) | #10 [3457] Scientific (d=0.4674) + 1935 Memo Resume 0.2349 #1 [3182] Resume (d=0.2349) | #2 [3433] Scientific (d=0.2606) | #3 [3426] Scientific (d=0.2786) | #4 [3452] Scientific (d=0.2845) | #5 [1853] Memo (d=0.2855) | #6 [3195] Resume (d=0.2873) | #7 [3372] Scientific (d=0.2918) | #8 [995] Form (d=0.2991) | #9 [3457] Scientific (d=0.3159) | #10 [3134] Resume (d=0.3206) + 2252 Memo Report 0.3761 #1 [2843] Report (d=0.3761) | #2 [1787] Letter (d=0.4141) | #3 [2212] Memo (d=0.4502) | #4 [3094] Report (d=0.4707) | #5 [3369] Scientific (d=0.4745) | #6 [3040] Report (d=0.4813) | #7 [1357] Letter (d=0.4859) | #8 [2011] Memo (d=0.4955) | #9 [2029] Memo (d=0.4969) | #10 [1992] Memo (d=0.5179) + +Label: News (12 bad cases / 44 total test images) + Sampled 12 / 12 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 2490 News Scientific 0.3490 #1 [3326] Scientific (d=0.3490) | #2 [3455] Scientific (d=0.3813) | #3 [3396] Scientific (d=0.3984) | #4 [2493] News (d=0.4019) | #5 [2537] News (d=0.4200) | #6 [2516] News (d=0.4200) | #7 [3477] Scientific (d=0.4202) | #8 [3371] Scientific (d=0.4212) | #9 [2494] News (d=0.4219) | #10 [3479] Scientific (d=0.4254) + 2595 News ADVE 0.1699 #1 [79] ADVE (d=0.1699) | #2 [112] ADVE (d=0.2193) | #3 [224] ADVE (d=0.2232) | #4 [206] ADVE (d=0.2290) | #5 [75] ADVE (d=0.2336) | #6 [40] ADVE (d=0.2377) | #7 [140] ADVE (d=0.2499) | #8 [109] ADVE (d=0.2503) | #9 [35] ADVE (d=0.2574) | #10 [87] ADVE (d=0.2601) + 2454 News Scientific 0.2257 #1 [3393] Scientific (d=0.2257) | #2 [2447] News (d=0.2259) | #3 [3479] Scientific (d=0.2298) | #4 [2537] News (d=0.2334) | #5 [2512] News (d=0.2337) | #6 [2500] News (d=0.2408) | #7 [3175] Resume (d=0.2421) | #8 [3261] Scientific (d=0.2533) | #9 [2497] News (d=0.2701) | #10 [3477] Scientific (d=0.2744) + 2564 News Form 0.4327 #1 [1170] Form (d=0.4327) | #2 [1177] Form (d=0.4868) | #3 [2585] News (d=0.4986) | #4 [929] Form (d=0.5013) | #5 [1189] Form (d=0.5029) | #6 [2587] News (d=0.5042) | #7 [1199] Form (d=0.5097) | #8 [1209] Form (d=0.5111) | #9 [2500] News (d=0.5157) | #10 [2512] News (d=0.5193) + 2458 News Memo 0.3655 #1 [2055] Memo (d=0.3655) | #2 [3141] Resume (d=0.3889) | #3 [3191] Resume (d=0.3920) | #4 [2242] Memo (d=0.3924) | #5 [1639] Letter (d=0.3973) | #6 [1974] Memo (d=0.3987) | #7 [3148] Resume (d=0.3991) | #8 [3158] Resume (d=0.4010) | #9 [3032] Report (d=0.4013) | #10 [3181] Resume (d=0.4074) + 2502 News ADVE 0.4593 #1 [218] ADVE (d=0.4593) | #2 [2609] News (d=0.4737) | #3 [2535] News (d=0.4857) | #4 [2460] News (d=0.4952) | #5 [2541] News (d=0.5101) | #6 [195] ADVE (d=0.5160) | #7 [140] ADVE (d=0.5165) | #8 [51] ADVE (d=0.5184) | #9 [105] ADVE (d=0.5186) | #10 [2648] Note (d=0.5209) + 2518 News Resume 0.3438 #1 [3115] Resume (d=0.3438) | #2 [2563] News (d=0.3649) | #3 [2471] News (d=0.3800) | #4 [2612] News (d=0.3815) | #5 [2528] News (d=0.3862) | #6 [1060] Form (d=0.3915) | #7 [1250] Form (d=0.3991) | #8 [2613] News (d=0.4015) | #9 [2568] News (d=0.4079) | #10 [2510] News (d=0.4156) + 2533 News Email 0.5409 #1 [507] Email (d=0.5409) | #2 [2582] News (d=0.5803) | #3 [2625] News (d=0.5883) | #4 [2599] News (d=0.6096) | #5 [2920] Report (d=0.6472) | #6 [2476] News (d=0.6566) | #7 [2583] News (d=0.6583) | #8 [2489] News (d=0.6592) | #9 [2453] News (d=0.6598) | #10 [1913] Memo (d=0.6719) + 2631 News Scientific 0.4198 #1 [3229] Scientific (d=0.4198) | #2 [3073] Report (d=0.4314) | #3 [3456] Scientific (d=0.4513) | #4 [3245] Scientific (d=0.4599) | #5 [2589] News (d=0.4689) | #6 [2851] Report (d=0.4708) | #7 [2844] Report (d=0.4874) | #8 [2850] Report (d=0.5104) | #9 [2549] News (d=0.5173) | #10 [3444] Scientific (d=0.5257) + 2581 News ADVE 0.2753 #1 [148] ADVE (d=0.2753) | #2 [104] ADVE (d=0.3083) | #3 [87] ADVE (d=0.3118) | #4 [2627] News (d=0.3144) | #5 [79] ADVE (d=0.3213) | #6 [35] ADVE (d=0.3259) | #7 [206] ADVE (d=0.3264) | #8 [75] ADVE (d=0.3301) | #9 [9] ADVE (d=0.3335) | #10 [81] ADVE (d=0.3344) + 2633 News ADVE 0.2168 #1 [218] ADVE (d=0.2168) | #2 [2614] News (d=0.2246) | #3 [167] ADVE (d=0.2335) | #4 [224] ADVE (d=0.2514) | #5 [116] ADVE (d=0.2590) | #6 [2627] News (d=0.2613) | #7 [206] ADVE (d=0.2661) | #8 [225] ADVE (d=0.2753) | #9 [112] ADVE (d=0.2779) | #10 [137] ADVE (d=0.2782) + 2553 News Scientific 0.4567 #1 [3455] Scientific (d=0.4567) | #2 [2594] News (d=0.4694) | #3 [2621] News (d=0.4794) | #4 [2583] News (d=0.4835) | #5 [2589] News (d=0.4905) | #6 [2561] News (d=0.4989) | #7 [2555] News (d=0.5152) | #8 [2489] News (d=0.5231) | #9 [3308] Scientific (d=0.5311) | #10 [2540] News (d=0.5335) + +Label: Note (8 bad cases / 32 total test images) + Sampled 8 / 8 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 2835 Note Memo 0.4418 #1 [1944] Memo (d=0.4418) | #2 [1892] Memo (d=0.4549) | #3 [2328] Memo (d=0.4613) | #4 [2739] Note (d=0.4813) | #5 [2700] Note (d=0.5086) | #6 [3337] Scientific (d=0.5116) | #7 [1729] Letter (d=0.5233) | #8 [878] Form (d=0.5244) | #9 [1996] Memo (d=0.5276) | #10 [3318] Scientific (d=0.5320) + 2740 Note Memo 0.3425 #1 [1892] Memo (d=0.3425) | #2 [2687] Note (d=0.3559) | #3 [2743] Note (d=0.3733) | #4 [1063] Form (d=0.3962) | #5 [2693] Note (d=0.4052) | #6 [2674] Note (d=0.4123) | #7 [1049] Form (d=0.4190) | #8 [1969] Memo (d=0.4213) | #9 [1802] Letter (d=0.4308) | #10 [930] Form (d=0.4312) + 2719 Note Memo 0.3575 #1 [2032] Memo (d=0.3575) | #2 [1003] Form (d=0.3622) | #3 [1915] Memo (d=0.3935) | #4 [1049] Form (d=0.3948) | #5 [2362] Memo (d=0.4074) | #6 [2258] Memo (d=0.4109) | #7 [2173] Memo (d=0.4176) | #8 [2365] Memo (d=0.4225) | #9 [2295] Memo (d=0.4258) | #10 [2034] Memo (d=0.4365) + 2722 Note Scientific 0.4719 #1 [3307] Scientific (d=0.4719) | #2 [3100] Report (d=0.4814) | #3 [1351] Letter (d=0.5094) | #4 [2127] Memo (d=0.5205) | #5 [2329] Memo (d=0.5274) | #6 [1416] Letter (d=0.5338) | #7 [1883] Memo (d=0.5361) | #8 [1049] Form (d=0.5371) | #9 [2254] Memo (d=0.5403) | #10 [1732] Letter (d=0.5439) + 2664 Note Report 0.3707 #1 [3075] Report (d=0.3707) | #2 [853] Form (d=0.3861) | #3 [1245] Form (d=0.4272) | #4 [2678] Note (d=0.4272) | #5 [3264] Scientific (d=0.4721) | #6 [2950] Report (d=0.4822) | #7 [3378] Scientific (d=0.4827) | #8 [2666] Note (d=0.4858) | #9 [2842] Report (d=0.4882) | #10 [3266] Scientific (d=0.5012) + 2833 Note Letter 0.4270 #1 [1774] Letter (d=0.4270) | #2 [2797] Note (d=0.4283) | #3 [2376] Memo (d=0.4294) | #4 [2362] Memo (d=0.4716) | #5 [2323] Memo (d=0.4928) | #6 [3469] Scientific (d=0.4979) | #7 [1049] Form (d=0.4987) | #8 [2696] Note (d=0.4990) | #9 [903] Form (d=0.5000) | #10 [2795] Note (d=0.5017) + 2744 Note Letter 0.4720 #1 [1777] Letter (d=0.4720) | #2 [2802] Note (d=0.4816) | #3 [2831] Note (d=0.4874) | #4 [440] Email (d=0.5163) | #5 [2752] Note (d=0.5203) | #6 [1059] Form (d=0.5205) | #7 [2382] Memo (d=0.5232) | #8 [1954] Memo (d=0.5347) | #9 [2004] Memo (d=0.5375) | #10 [2716] Note (d=0.5413) + 2748 Note Form 0.4797 #1 [1031] Form (d=0.4797) | #2 [945] Form (d=0.5050) | #3 [3301] Scientific (d=0.5145) | #4 [1237] Form (d=0.5189) | #5 [1224] Form (d=0.5197) | #6 [1663] Letter (d=0.5225) | #7 [935] Form (d=0.5327) | #8 [955] Form (d=0.5328) | #9 [953] Form (d=0.5400) | #10 [981] Form (d=0.5410) + +Label: Report (41 bad cases / 54 total test images) + Sampled 20 / 41 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 2997 Report Form 0.3029 #1 [1195] Form (d=0.3029) | #2 [2918] Report (d=0.3345) | #3 [1596] Letter (d=0.3437) | #4 [3146] Resume (d=0.3471) | #5 [1532] Letter (d=0.3790) | #6 [2968] Report (d=0.3815) | #7 [1182] Form (d=0.3844) | #8 [3040] Report (d=0.3850) | #9 [1219] Form (d=0.3869) | #10 [2953] Report (d=0.3874) + 2996 Report Resume 0.4612 #1 [3178] Resume (d=0.4612) | #2 [3012] Report (d=0.4644) | #3 [2107] Memo (d=0.4722) | #4 [3085] Report (d=0.4846) | #5 [3327] Scientific (d=0.4930) | #6 [3167] Resume (d=0.4973) | #7 [3424] Scientific (d=0.5018) | #8 [1650] Letter (d=0.5153) | #9 [3367] Scientific (d=0.5198) | #10 [1425] Letter (d=0.5202) + 2948 Report Resume 0.3571 #1 [3191] Resume (d=0.3571) | #2 [1639] Letter (d=0.3740) | #3 [1677] Letter (d=0.3825) | #4 [3477] Scientific (d=0.3909) | #5 [2998] Report (d=0.4011) | #6 [2500] News (d=0.4050) | #7 [3028] Report (d=0.4208) | #8 [2877] Report (d=0.4239) | #9 [3175] Resume (d=0.4249) | #10 [1470] Letter (d=0.4250) + 2981 Report Memo 0.2652 #1 [1952] Memo (d=0.2652) | #2 [3212] Resume (d=0.2660) | #3 [3216] Resume (d=0.2832) | #4 [2906] Report (d=0.2905) | #5 [3421] Scientific (d=0.2917) | #6 [3386] Scientific (d=0.2958) | #7 [3441] Scientific (d=0.2960) | #8 [3150] Resume (d=0.2961) | #9 [3141] Resume (d=0.3165) | #10 [1542] Letter (d=0.3211) + 3064 Report Memo 0.5020 #1 [2282] Memo (d=0.5020) | #2 [3430] Scientific (d=0.5055) | #3 [2159] Memo (d=0.5250) | #4 [2006] Memo (d=0.5303) | #5 [2001] Memo (d=0.5370) | #6 [2043] Memo (d=0.5377) | #7 [3406] Scientific (d=0.5459) | #8 [2836] Report (d=0.5489) | #9 [2848] Report (d=0.5514) | #10 [1247] Form (d=0.5534) + 2910 Report Form 0.3654 #1 [867] Form (d=0.3654) | #2 [1245] Form (d=0.4390) | #3 [3264] Scientific (d=0.4568) | #4 [2712] Note (d=0.4633) | #5 [3037] Report (d=0.4659) | #6 [3323] Scientific (d=0.4661) | #7 [2859] Report (d=0.4681) | #8 [1127] Form (d=0.4738) | #9 [2994] Report (d=0.4752) | #10 [1211] Form (d=0.4777) + 3093 Report Letter 0.5085 #1 [1394] Letter (d=0.5085) | #2 [1606] Letter (d=0.5476) | #3 [3164] Resume (d=0.5503) | #4 [1668] Letter (d=0.5619) | #5 [3415] Scientific (d=0.5619) | #6 [1541] Letter (d=0.5626) | #7 [2284] Memo (d=0.5769) | #8 [1614] Letter (d=0.5803) | #9 [1608] Letter (d=0.5933) | #10 [2370] Memo (d=0.6030) + 2870 Report Letter 0.4604 #1 [1382] Letter (d=0.4604) | #2 [2803] Note (d=0.5016) | #3 [1665] Letter (d=0.5235) | #4 [2698] Note (d=0.5360) | #5 [2706] Note (d=0.5452) | #6 [2832] Note (d=0.5566) | #7 [2784] Note (d=0.5617) | #8 [2420] Memo (d=0.5716) | #9 [3116] Resume (d=0.5728) | #10 [2240] Memo (d=0.5749) + 3014 Report Form 0.2667 #1 [1010] Form (d=0.2667) | #2 [929] Form (d=0.2713) | #3 [1292] Letter (d=0.2874) | #4 [3032] Report (d=0.2906) | #5 [904] Form (d=0.3017) | #6 [1190] Form (d=0.3110) | #7 [1679] Letter (d=0.3231) | #8 [2953] Report (d=0.3334) | #9 [3175] Resume (d=0.3428) | #10 [934] Form (d=0.3430) + 2867 Report Memo 0.3682 #1 [1860] Memo (d=0.3682) | #2 [1159] Form (d=0.3901) | #3 [2932] Report (d=0.4021) | #4 [2933] Report (d=0.4046) | #5 [1373] Letter (d=0.4363) | #6 [1031] Form (d=0.4453) | #7 [1257] Form (d=0.4472) | #8 [1194] Form (d=0.4499) | #9 [1150] Form (d=0.4592) | #10 [959] Form (d=0.4661) + 3076 Report Letter 0.4288 #1 [1614] Letter (d=0.4288) | #2 [2214] Memo (d=0.4421) | #3 [1134] Form (d=0.4604) | #4 [2065] Memo (d=0.4778) | #5 [1236] Form (d=0.4962) | #6 [1109] Form (d=0.5095) | #7 [1860] Memo (d=0.5102) | #8 [2406] Memo (d=0.5102) | #9 [2932] Report (d=0.5149) | #10 [1288] Letter (d=0.5169) + 2928 Report Memo 0.3685 #1 [1878] Memo (d=0.3685) | #2 [1829] Memo (d=0.3975) | #3 [2331] Memo (d=0.4137) | #4 [1261] Letter (d=0.4378) | #5 [1901] Memo (d=0.4515) | #6 [2739] Note (d=0.4587) | #7 [1356] Letter (d=0.4633) | #8 [1123] Form (d=0.4633) | #9 [1602] Letter (d=0.4647) | #10 [2327] Memo (d=0.4746) + 2891 Report Memo 0.2794 #1 [1850] Memo (d=0.2794) | #2 [3449] Scientific (d=0.3242) | #3 [1214] Form (d=0.3292) | #4 [3393] Scientific (d=0.3400) | #5 [1974] Memo (d=0.3438) | #6 [2877] Report (d=0.3464) | #7 [3141] Resume (d=0.3697) | #8 [2941] Report (d=0.3702) | #9 [3409] Scientific (d=0.3710) | #10 [2055] Memo (d=0.3745) + 3042 Report Letter 0.3643 #1 [1588] Letter (d=0.3643) | #2 [1644] Letter (d=0.4565) | #3 [1545] Letter (d=0.4706) | #4 [1222] Form (d=0.4807) | #5 [1609] Letter (d=0.4974) | #6 [1311] Letter (d=0.5003) | #7 [1595] Letter (d=0.5123) | #8 [1656] Letter (d=0.5156) | #9 [1648] Letter (d=0.5214) | #10 [1563] Letter (d=0.5229) + 3034 Report Letter 0.3249 #1 [1691] Letter (d=0.3249) | #2 [1357] Letter (d=0.4024) | #3 [1255] Form (d=0.4347) | #4 [2424] Memo (d=0.4529) | #5 [3005] Report (d=0.4545) | #6 [3018] Report (d=0.4606) | #7 [3028] Report (d=0.4629) | #8 [3027] Report (d=0.4701) | #9 [1509] Letter (d=0.4751) | #10 [2858] Report (d=0.4774) + 2856 Report Resume 0.3274 #1 [3181] Resume (d=0.3274) | #2 [3040] Report (d=0.3424) | #3 [2998] Report (d=0.3431) | #4 [3175] Resume (d=0.3600) | #5 [1677] Letter (d=0.3835) | #6 [3365] Scientific (d=0.3843) | #7 [3191] Resume (d=0.3866) | #8 [3169] Resume (d=0.3972) | #9 [1357] Letter (d=0.4013) | #10 [3232] Scientific (d=0.4077) + 3095 Report Memo 0.3451 #1 [2367] Memo (d=0.3451) | #2 [3039] Report (d=0.4574) | #3 [1091] Form (d=0.4648) | #4 [1016] Form (d=0.4732) | #5 [3008] Report (d=0.4792) | #6 [3375] Scientific (d=0.4811) | #7 [2913] Report (d=0.4833) | #8 [1200] Form (d=0.4874) | #9 [916] Form (d=0.4907) | #10 [3091] Report (d=0.4912) + 2954 Report Letter 0.4502 #1 [1447] Letter (d=0.4502) | #2 [1472] Letter (d=0.4526) | #3 [1544] Letter (d=0.4576) | #4 [3053] Report (d=0.4627) | #5 [1542] Letter (d=0.4927) | #6 [3009] Report (d=0.4978) | #7 [1484] Letter (d=0.5021) | #8 [1563] Letter (d=0.5101) | #9 [2076] Memo (d=0.5134) | #10 [1462] Letter (d=0.5278) + 3060 Report Scientific 0.2220 #1 [3398] Scientific (d=0.2220) | #2 [2999] Report (d=0.3447) | #3 [2862] Report (d=0.3881) | #4 [3319] Scientific (d=0.4074) | #5 [2994] Report (d=0.4206) | #6 [2859] Report (d=0.4235) | #7 [3011] Report (d=0.4240) | #8 [964] Form (d=0.4328) | #9 [2006] Memo (d=0.4496) | #10 [965] Form (d=0.4566) + 2884 Report Letter 0.4712 #1 [1554] Letter (d=0.4712) | #2 [1398] Letter (d=0.4929) | #3 [1841] Memo (d=0.5040) | #4 [3166] Resume (d=0.5059) | #5 [1732] Letter (d=0.5164) | #6 [1635] Letter (d=0.5205) | #7 [3397] Scientific (d=0.5259) | #8 [2894] Report (d=0.5359) | #9 [2022] Memo (d=0.5381) | #10 [2177] Memo (d=0.5391) + +Label: Resume (13 bad cases / 24 total test images) + Sampled 13 / 13 bad cases to visualise + Query idx (global) True label Top-1 pred Top-1 dist Top-10 predictions + ---------------------------------------------------------------------------------------------------------------------------------- + 3220 Resume Scientific 0.3926 #1 [3278] Scientific (d=0.3926) | #2 [2384] Memo (d=0.3962) | #3 [1753] Letter (d=0.4220) | #4 [2295] Memo (d=0.4244) | #5 [2416] Memo (d=0.4439) | #6 [1896] Memo (d=0.4465) | #7 [2017] Memo (d=0.4476) | #8 [1815] Letter (d=0.4568) | #9 [2294] Memo (d=0.4591) | #10 [2258] Memo (d=0.4691) + 3155 Resume Letter 0.4396 #1 [1748] Letter (d=0.4396) | #2 [2329] Memo (d=0.4723) | #3 [2937] Report (d=0.4914) | #4 [3269] Scientific (d=0.4939) | #5 [1902] Memo (d=0.5007) | #6 [1998] Memo (d=0.5014) | #7 [1123] Form (d=0.5020) | #8 [2154] Memo (d=0.5030) | #9 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a/tabacco3482_benchmarks/figures/layoutlmv3/result_analysis_layoutlmv3.md b/tabacco3482_benchmarks/figures/layoutlmv3/result_analysis_layoutlmv3.md new file mode 100644 index 0000000000000000000000000000000000000000..ef7fe754172091f431553ec99a1813d6d569695c --- /dev/null +++ b/tabacco3482_benchmarks/figures/layoutlmv3/result_analysis_layoutlmv3.md @@ -0,0 +1,383 @@ +# Result Analysis — LayoutLMv3 Embedding Benchmark (Tobacco-3482) + +**Dataset:** `maveriq/tobacco3482` — 10-class document image classification, 3,482 images +**Models evaluated:** LayoutLMv3 Base · LayoutLMv3 Large · LayoutLMv3 Base OCR · LayoutLMv3 Large OCR +**Metrics:** SVC Accuracy (Clf Acc) · kNN@1 · kNN@5 +**Split:** 80/20 train/test, seed=42 +**Variants per model:** raw embeddings · + mean-centering (+ center) + +--- + +## 1. Baseline Results + +Raw pretrained embeddings, no post-processing. + +| Model | Clf Acc | kNN@1 | kNN@5 | +|---|---|---|---| +| LayoutLMv3 Base | 41.18% | 40.03% | 42.47% | +| LayoutLMv3 Base OCR | 40.03% | 40.89% | 42.04% | +| LayoutLMv3 Large | 46.48% | 61.84% | 64.71% | +| LayoutLMv3 Large OCR | 57.82% | 79.77% | 79.20% | + +The Large variants substantially outperform Base across all metrics. The OCR variants — which incorporate OCR-derived text tokens in addition to image patches — deliver a dramatic lift specifically for kNN retrieval. LayoutLMv3 Large OCR's kNN@1 of 79.77% at baseline is the highest zero-shot kNN result in the experiment set, suggesting OCR text is the dominant signal for this dataset. + +An unusual inversion is visible in the Large OCR row: kNN@1 (79.77%) exceeds kNN@5 (79.20%), and Clf Acc (57.82%) lags kNN@1 by a large margin. This pattern indicates the embedding space has very tight nearest-neighbour clusters for most classes but the linear decision boundaries in the raw space are poorly calibrated — mean-centering (see Section 4A) resolves this. + +--- + +## 2. Bad Case Analysis + +### Definition + +A bad case is a test image whose top-1 nearest neighbour by cosine distance has a different label. + +### Per-Label Error Rates (kNN@1 baseline — all variants) + +![Error Rate Bar Chart](error_rate_bar.png) + +**LayoutLMv3 Base** + +| Label | Total | Correct | Wrong | Error Rate | Top Confusion | +|---|---|---|---|---|---| +| ADVE | 46 | 26 | 20 | 43.5% | Memo x5, Letter x4, News x4 | +| Email | 115 | 96 | 19 | 16.5% | Memo x7, Letter x3, Form x4 | +| Form | 79 | 25 | 54 | **68.4%** | Memo x17, Letter x9, Scientific x7 | +| Letter | 114 | 33 | 81 | **71.1%** | Memo x23, Form x13, Report x15 | +| Memo | 130 | 53 | 77 | **59.2%** | Letter x25, Form x11, Report x10 | +| News | 44 | 17 | 27 | **61.4%** | Memo x1, Letter x4, Scientific x10 | +| Note | 32 | 7 | 25 | **78.1%** | Memo x4, Letter x2, Email x4 | +| Report | 54 | 8 | 46 | **85.2%** | Letter x18, Memo x5, Form x4 | +| Resume | 24 | 7 | 17 | **70.8%** | Letter x2, Memo x3, Report x7 | +| Scientific | 59 | 7 | 52 | **88.1%** | Memo x14, Letter x12, Form x5 | + +**LayoutLMv3 Base OCR** + +| Label | Total | Correct | Wrong | Error Rate | Top Confusion | +|---|---|---|---|---|---| +| ADVE | 46 | 26 | 20 | 43.5% | Letter x6, Memo x4, News x3 | +| Email | 115 | 92 | 23 | 20.0% | Memo x10, Letter x3, Form x4 | +| Form | 79 | 23 | 56 | **70.9%** | Memo x18, Letter x12, Scientific x7 | +| Letter | 114 | 31 | 83 | **72.8%** | Memo x27, Form x16, Report x15 | +| Memo | 130 | 58 | 72 | **55.4%** | Letter x27, Form x10, Report x9 | +| News | 44 | 21 | 23 | **52.3%** | Memo x1, Scientific x11, Letter x3 | +| Note | 32 | 10 | 22 | **68.8%** | Memo x4, Letter x2, Email x3 | +| Report | 54 | 7 | 47 | **87.0%** | Letter x19, Memo x5, Form x3 | +| Resume | 24 | 7 | 17 | **70.8%** | Letter x4, Memo x4, Report x0 | +| Scientific | 59 | 10 | 49 | **83.1%** | Memo x13, Letter x12, Form x7 | + +**LayoutLMv3 Large** + +| Label | Total | Correct | Wrong | Error Rate | Top Confusion | +|---|---|---|---|---|---| +| ADVE | 46 | 37 | 9 | 19.6% | Memo x2, Letter x2, News x3 | +| Email | 115 | 102 | 13 | 11.3% | Memo x8, Letter x3 | +| Form | 79 | 49 | 30 | **38.0%** | Memo x9, Letter x5, Scientific x3 | +| Letter | 114 | 66 | 48 | **42.1%** | Memo x26, Form x2, Report x13 | +| Memo | 130 | 89 | 41 | **31.5%** | Letter x15, Form x6, Report x9 | +| News | 44 | 37 | 7 | 15.9% | Scientific x7, Memo x0 | +| Note | 32 | 16 | 16 | **50.0%** | Memo x8, Letter x2, Form x2 | +| Report | 54 | 10 | 44 | **81.5%** | Letter x20, Memo x11, Form x4 | +| Resume | 24 | 11 | 13 | **54.2%** | Letter x2, Report x5, Note x1 | +| Scientific | 59 | 14 | 45 | **76.3%** | Memo x15, Letter x4, News x7 | + +**LayoutLMv3 Large OCR** *(best variant)* + +| Label | Total | Correct | Wrong | Error Rate | Top Confusion | +|---|---|---|---|---|---| +| ADVE | 46 | 41 | 5 | 10.9% | Letter x1, Form x2, News x1 | +| Email | 115 | 110 | 5 | 4.3% | Memo x1, Note x2, Letter x2 | +| Form | 79 | 66 | 13 | **16.5%** | Letter x3, Memo x5, Note x3 | +| Letter | 114 | 87 | 27 | **23.7%** | Memo x14, Form x2, Report x10 | +| Memo | 130 | 115 | 15 | 11.5% | Letter x6, Form x3, Report x3 | +| News | 44 | 41 | 3 | 6.8% | Scientific x1, ADVE x1 | +| Note | 32 | 26 | 6 | 18.8% | Memo x2, Letter x1 | +| Report | 54 | 16 | 38 | **70.4%** | Letter x19, Memo x7, Scientific x5 | +| Resume | 24 | 24 | 0 | **0.0%** | — | +| Scientific | 59 | 30 | 29 | **49.2%** | Memo x9, Letter x4, Form x6 | + +### Retrieval Confusion Heatmaps + +Row = true label, Column = predicted top-1 label. Diagonal = correct retrievals. + +**LayoutLMv3 Base** + +![Confusion Heatmap LayoutLMv3 Base](confusion_LayoutLMv3_Base.png) + +**LayoutLMv3 Base OCR** + +![Confusion Heatmap LayoutLMv3 Base OCR](confusion_LayoutLMv3_Base_OCR.png) + +**LayoutLMv3 Large** + +![Confusion Heatmap LayoutLMv3 Large](confusion_LayoutLMv3_Large.png) + +**LayoutLMv3 Large OCR** + +![Confusion Heatmap LayoutLMv3 Large OCR](confusion_LayoutLMv3_Large_OCR.png) + +### Top Confusion Pairs + +**LayoutLMv3 Base** + +| True Label | Predicted As | Count | Rate | +|---|---|---|---| +| Report | Letter | 18 | 33.3% | +| Letter | Memo | 23 | 20.2% | +| Memo | Letter | 25 | 19.2% | +| Scientific | Memo | 14 | 23.7% | +| Scientific | Letter | 12 | 20.3% | +| Form | Memo | 17 | 21.5% | +| News | Scientific | 10 | 22.7% | + +**LayoutLMv3 Large** + +| True Label | Predicted As | Count | Rate | +|---|---|---|---| +| Report | Letter | 20 | 37.0% | +| Letter | Memo | 26 | 22.8% | +| Scientific | Memo | 15 | 25.4% | +| Report | Memo | 11 | 20.4% | +| Memo | Letter | 15 | 11.5% | +| Note | Memo | 8 | 25.0% | +| Scientific | News | 7 | 11.9% | + +**LayoutLMv3 Large OCR** + +| True Label | Predicted As | Count | Rate | +|---|---|---|---| +| Report | Letter | 19 | 35.2% | +| Letter | Memo | 14 | 12.3% | +| Scientific | Memo | 9 | 15.3% | +| Report | Memo | 7 | 13.0% | +| Scientific | Form | 6 | 10.2% | +| Report | Scientific | 5 | 9.3% | +| Form | Memo | 5 | 6.3% | + +### Why It Fails + +**Report — Large 81.5% / Large OCR 70.4%** + +Report is the worst class across all variants, even outpacing the difficulty seen with other models on this dataset. Without OCR text the model has nearly no signal to anchor Report — only 10/54 are retrieved correctly at kNN@1. Even with OCR text injected, 70.4% of reports are misclassified, predominantly as Letter (35.2%) and Memo (13.0%). Tobacco-era internal reports share dense typed body text with formal letters and memos, and without access to structured metadata (e.g. subject line patterns, header terminology) the model's fused image+text embedding cannot establish a tight cluster. The confusion is strongly asymmetric: reports leak heavily into Letter/Memo, but letters and memos are rarely predicted as Report, indicating that Report embeddings scatter across the Letter/Memo region rather than forming their own cluster. + +**Scientific — Large 76.3% / Large OCR 49.2%** + +Scientific is the second hardest class. Without OCR, the Large model predicts 45/59 scientific documents incorrectly, with Memo (15 cases) and News (7 cases) as the top targets — a surprising pair that suggests the model is responding primarily to layout density rather than content structure. OCR text halves the error rate to 49.2%, but scientific documents still scatter into Memo and Form. Many scientific pages in this dataset are data-heavy with inline tables and equations that visually resemble form layouts. The Report↔Scientific bidirectional confusion that dominates SigLIP2 results is less prominent here because the large OCR embedding already separates scientific from report on the text-content axis, but confusion with Memo and Form persists as a secondary failure mode driven by visual similarity. + +**Letter / Memo — mutual confusion** + +Letter and Memo are the central confusion pair in both Base and Large variants. In the Large (no OCR) model, 26 out of 48 letter errors are predicted as Memo, and conversely Letter is the top target for misclassified Memos. OCR text reduces but does not eliminate this confusion: even Large OCR still sends 14/27 letter errors to Memo. Both document types are single-column typed text with salutations and dates; the discriminating signal lies in header conventions (e.g. "MEMORANDUM" vs "Dear [Name]") which LayoutLMv3's OCR tokenisation does partially encode, but the shared visual template keeps their embedding regions overlapping. + +**Note — Large 50.0% / Large OCR 18.8%** + +Note is a small, heterogeneous class (32 test samples). The Large model without OCR correctly retrieves only 16/32. OCR injection dramatically helps — 26/32 are now correct at Large OCR, the largest relative improvement of any class. This confirms that for Note, the visual content is genuinely ambiguous (informal typed or handwritten text on plain paper) and text content is the primary discriminating signal. The remaining 6 errors scatter into Memo and Letter, consistent with the visual similarity of informal memos. + +**Resume — perfect recall with OCR** + +Both Large OCR and Large OCR + center achieve 0% error on Resume. The two-column skills/education/experience layout with section headers is visually distinctive, and OCR text adds section-keyword signal that fully separates Resume from any other class. This is the only class where LayoutLMv3 reaches zero error without any training. + +**Base vs Large: OCR is the dominant factor, not model size** + +Comparing Base (40.03% kNN@1) with Large (61.84%) shows a 21.8 pp gain from scaling. But comparing Large (61.84%) with Large OCR (79.77%) shows a 17.9 pp gain just from enabling OCR text — comparable to the full Base→Large scale-up. For a text-rich dataset like Tobacco-3482, OCR integration is at least as valuable as model scale. + +### Bad Cases Visualisation +→ [Bad Cases Top10 Visualisation](badcases/) +--- + +## 3. Recommendations + +### A — Post-Processing (Validated) + +**Mean-centering** — Subtract the training-set mean from all embeddings and re-normalise. Costs zero compute at inference. Delivers the largest absolute improvement for LayoutLMv3 (see Section 4A): +26.69 pp Clf Acc for Large OCR, pushing it to 84.51%. Essential for closing the gap between kNN performance and linear-probe performance in the raw embedding space. + +### B — Retrieval & Inference + +**Center + two-stage Report↔Scientific SVC** — Apply mean-centering, then use an SVC RBF re-ranker as a second stage to override kNN predictions for Report/Scientific (see Section 4F). Adds +0.43% kNN@1 on top of centering for Large OCR at negligible cost. + +**Query expansion** — Replacing each test query with the mean of itself and its top-n neighbours (see Section 4D) shows marginal or zero gains for LayoutLMv3 variants. Not recommended as a standalone intervention; the embedding neighbourhoods are tight enough post-centering that expansion does not add information. + +### C — OCR Quality + +**Higher-quality OCR pipeline** — The current OCR variant uses LayoutLMv3's built-in OCR token inputs. Substituting a higher-accuracy OCR engine (e.g. Tesseract with preprocessing, or a document-specific OCR model) for the text tokens could further improve Letter/Memo/Report discrimination, where the current errors are driven by OCR noise in header regions. + +**OCR layout-zone weighting** — LayoutLMv3 encodes bounding-box positions for each OCR token. Upweighting header-zone tokens (top 15% of the page) during pooling would directly target the Letter vs Memo confusion pair, where the discriminating "MEMORANDUM" header is the single key signal. + +### D — Architecture + +**LayoutLMv3 Large OCR + CLS + patch mean pooling** — Concatenate the CLS token with mean-pooled patch embeddings (analogous to the SigLIP2 experiment B). LayoutLMv3's patch encoder may capture layout density signals (column count, figure presence) that the CLS token alone doesn't preserve — likely to help Form and Scientific which have high visual structure variance. + +**Ensemble LayoutLMv3 Large OCR + SigLIP2 SO400M** — The two models have complementary confusion profiles. LayoutLMv3 Large OCR fails primarily on Report (70.4% error) and Scientific (49.2%), while SigLIP2 handles these better under hard-negative fine-tuning. Score fusion (weighted average of both models' kNN distances or softmax probabilities) would likely exceed either model's ceiling without any retraining. + +### E — Fine-Tuning + +**SupCon fine-tuning with hard-negative mining (Report↔Scientific priority)** — Given the scale of the Report and Scientific failure modes, contrastive fine-tuning with online hard-negative mining targeting Report/Scientific/Letter/Memo pairs is the highest-ROI training intervention. The same approach yielded +7.17% kNN@1 for SigLIP2; the gains for LayoutLMv3 should be comparable or larger given the larger baseline error rates. + +**Frozen-backbone SupCon on the top 2 transformer blocks** — LayoutLMv3's multimodal fusion layers are the most task-relevant components. Unfreezing only the top 2 blocks limits the risk of catastrophic forgetting while allowing the model to tighten confusable cluster boundaries. + +--- + +## 4. Experiments + +### A — Mean-Centering + +Subtract the training-set mean from all embeddings, then re-normalise. Zero training cost. + +| Model | Metric | Baseline | Centered | Delta | +|---|---|---|---|---| +| LayoutLMv3 Base | Clf Acc | 41.18% | 49.78% | +8.60% | +| LayoutLMv3 Base | kNN@1 | 40.03% | 42.18% | +2.15% | +| LayoutLMv3 Base | kNN@5 | 42.47% | 39.17% | -3.30% | +| LayoutLMv3 Base OCR | Clf Acc | 40.03% | 52.65% | +12.62% | +| LayoutLMv3 Base OCR | kNN@1 | 40.89% | 42.90% | +2.01% | +| LayoutLMv3 Base OCR | kNN@5 | 42.04% | 40.75% | -1.29% | +| LayoutLMv3 Large | Clf Acc | 46.48% | 74.89% | +28.41% | +| LayoutLMv3 Large | kNN@1 | 61.84% | 61.69% | -0.15% | +| LayoutLMv3 Large | kNN@5 | 64.71% | 64.42% | -0.29% | +| LayoutLMv3 Large OCR | Clf Acc | 57.82% | 84.51% | **+26.69%** | +| LayoutLMv3 Large OCR | kNN@1 | 79.77% | 80.92% | +1.15% | +| LayoutLMv3 Large OCR | kNN@5 | 79.20% | 82.21% | +3.01% | + +The headline result is a +26.69 pp Clf Acc gain for Large OCR — from 57.82% to 84.51%. This is the largest centering effect observed across all models in this benchmark series and reveals that the raw Large OCR embedding space has an extremely large anisotropic bias: the embeddings are well-clustered (high kNN@1) but concentrated in a narrow cone that makes linear probing ineffective until the mean is removed. + +For the Large variant (no OCR), the Clf Acc gain is even larger (+28.41 pp) while kNN@1 is essentially unchanged, again confirming the raw→centered gap is driven by the linear probe rather than embedding neighbourhood structure. + +Base variants gain modestly on kNN@1 (+2%) but lose slightly on kNN@5, consistent with their weaker embedding spaces offering less structure for centering to exploit. + + +--- + +### B — LayoutLMv3 vs Full Benchmark + +Full ranked table of all 30 models in the benchmark on the same dataset and split, sorted by Clf Acc. LayoutLMv3 rows are **bolded**. `+ postprocess` = PCA + whitening; `+ center` = mean-centering only; `+ OCR` = OCR text tokens enabled. Dim = output embedding dimension after any compression. + +![LayoutLMv3 vs Others](layoutlmv3_vs_others.png) + +| # | Model | Family | Clf Acc | F1 | kNN@1 | kNN@5 | Dim | Params (M) | +|---|---|---|---|---|---|---|---|---| +| 1 | SigLIP SO400M (patch14-384) + postprocess | siglip | 90.24% | 90.16% | 76.33% | 82.93% | 128 | 878 | +| 2 | SigLIP SO400M (patch14-384) | siglip | 89.81% | 89.69% | 86.66% | 86.94% | 1152 | 878 | +| 3 | SigLIP2 SO400M (patch14-384) + postprocess | siglip | 89.10% | 89.05% | 76.47% | 78.91% | 128 | — | +| 4 | SigLIP2 SO400M (patch14-384) | siglip | 88.38% | 88.30% | 84.36% | 86.66% | 1152 | 1136 | +| 5 | SigLIP2 Large (patch16-256) | siglip | 86.80% | 86.48% | 79.91% | 82.35% | 1024 | 882 | +| 6 | ModernVBERT Embed + postprocess | modernvbert | 86.37% | 86.13% | 72.88% | 77.76% | 256 | 252 | +| 7 | ModernVBERT Bi + postprocess | modernvbert | 86.08% | 85.96% | 70.44% | 75.75% | 256 | 252 | +| 8 | CLIP Large (patch14-224) | clip | 85.80% | 85.53% | 78.91% | 81.49% | 1024 | 428 | +| 9 | CLIP Large (patch14-224) + postprocess | clip | 84.79% | 84.60% | 75.04% | 79.63% | 64 | 428 | +| 10 | SigLIP Large (patch16-256) | siglip | 84.79% | 84.40% | 81.78% | 82.35% | 1024 | 652 | +| 11 | ModernVBERT Bi | modernvbert | 84.79% | 84.75% | 81.78% | 80.77% | 768 | 252 | +| 12 | SigLIP Base (patch16-224) | siglip | 84.22% | 83.83% | 77.62% | 78.48% | 768 | 203 | +| 13 | ModernVBERT Base 2 | modernvbert | 83.93% | 83.92% | 72.31% | 76.47% | 256 | 252 | +| 14 | ModernVBERT Embed | modernvbert | 83.79% | 83.52% | 80.06% | 80.20% | 768 | 252 | +| 15 | SigLIP2 Base (patch16-224) | siglip | 82.07% | 81.47% | 74.32% | 74.75% | 768 | 375 | +| 16 | CLIP Base (patch32-224) | clip | 81.35% | 80.98% | 77.91% | 80.49% | 768 | 151 | +| 17 | DINOv2 Base + postprocess | dinov2 | 79.63% | 79.09% | 71.59% | 73.03% | 256 | 87 | +| 18 | DiT Large + postprocess | dit | 78.62% | 77.34% | 62.98% | 67.72% | 512 | 303 | +| 19 | **LayoutLMv3 Large + postprocess (PCA)** | layoutlmv3 | **75.90%** | **74.62%** | **60.11%** | **69.30%** | 256 | 356 | +| 20 | DiT Base + postprocess | dit | 75.75% | 74.53% | 59.54% | 65.42% | 256 | 86 | +| 21 | **LayoutLMv3 Large + center** | layoutlmv3 | **74.89%** | **74.17%** | **61.69%** | **64.42%** | 1024 | 356 | +| 22 | DINOv2 Base | dinov2 | 74.03% | 73.30% | 68.87% | 71.59% | 768 | 87 | +| 23 | DiT Large | dit | 66.00% | 63.60% | 59.25% | 64.71% | 1024 | 303 | +| 24 | DiT Base | dit | 63.56% | 61.11% | 59.97% | 61.55% | 768 | 86 | +| 25 | ModernVBERT Base | modernvbert | 62.27% | 60.82% | 69.73% | 72.31% | 768 | 252 | +| 26 | **LayoutLMv3 Large + OCR** | layoutlmv3 | **57.82%** | **48.79%** | **79.77%** | **78.48%** | 1024 | 356 | +| 27 | **LayoutLMv3 Base + postprocess** | layoutlmv3 | **49.93%** | **49.04%** | **41.32%** | **45.91%** | 256 | 125 | +| 28 | **LayoutLMv3 Large** | layoutlmv3 | **46.48%** | **37.66%** | **61.84%** | **63.13%** | 1024 | 356 | +| 29 | **LayoutLMv3 Base** | layoutlmv3 | **41.18%** | **36.26%** | **40.03%** | **42.47%** | 768 | 125 | +| 30 | **LayoutLMv3 Base + OCR** | layoutlmv3 | **40.03%** | **35.52%** | **40.89%** | **41.75%** | 768 | 125 | + +> The mean-centering result for Large OCR (84.51% Clf Acc, 80.92% kNN@1) from Experiment A is not a separate benchmark entry — it is post-hoc centering applied to the `LayoutLMv3 Large + OCR` embeddings. If included it would rank **12th** by Clf Acc, level with ModernVBERT Bi and SigLIP Large. + +**Key positioning observations:** + +- **LayoutLMv3 Large + OCR** (rank 26 by Clf Acc) has a striking split: its raw Clf Acc of 57.82% sits below DiT and DINOv2, but its kNN@1 of 79.77% would rank it **11th** — on par with ModernVBERT Bi and SigLIP Large. The embedding space is well-clustered but anisotropic; mean-centering (Experiment A) resolves this, pushing Clf Acc to 84.51% and kNN@1 to 80.92%. +- **LayoutLMv3 Large + postprocess (PCA, rank 19)** at 75.90% Clf Acc edges above DiT Base + postprocess and sits just below DINOv2. PCA compresses to 256 dims; center-only (rank 21, 74.89%) keeps the full 1024 dims at a marginal Clf Acc cost. +- **LayoutLMv3 Large without post-processing (rank 28, 46.48% Clf Acc)** trails every model except the Base variants, confirming raw vision-only Large embeddings are not usable without post-processing for this task. +- **Base and Base + OCR (ranks 29–30)** sit at the very bottom. Base OCR is slightly worse than Base on Clf Acc (40.03% vs 41.18%), showing that OCR text tokens add noise rather than signal at Base model capacity. + +--- + +### C — Per-Label Error Rate Across Variants + +Error rates for all labels with ≥10% error in at least one variant. * = best per label. + +| Label | Base | Base+ctr | Large | Large+ctr | Base OCR | Base OCR+ctr | Large OCR | Large OCR+ctr | +|---|---|---|---|---|---|---|---|---| +| ADVE | 43.5% | 39.1% | 19.6% | 15.2% | 43.5% | 41.3% | 10.9% | **4.3%** | +| Email | 16.5% | 17.4% | 11.3% | 6.1% | 20.0% | 16.5% | 4.3% | **2.6%** | +| Form | 68.4% | 65.8% | 38.0% | 36.7% | 70.9% | 60.8% | **16.5%** | **16.5%** | +| Letter | 71.1% | 67.5% | 42.1% | 46.5% | 72.8% | 70.2% | **23.7%** | 25.4% | +| Memo | 59.2% | 54.6% | 31.5% | 46.9% | 55.4% | 56.9% | **11.5%** | 16.2% | +| News | 61.4% | 59.1% | 15.9% | 27.3% | 52.3% | 56.8% | **6.8%** | 11.4% | +| Note | 78.1% | 78.1% | 50.0% | 25.0% | 68.8% | 68.8% | 18.8% | **12.5%** | +| Report | 85.2% | 85.2% | 81.5% | 75.9% | 87.0% | 81.5% | 70.4% | **55.6%** | +| Resume | 70.8% | 70.8% | 54.2% | 54.2% | 70.8% | 70.8% | **0.0%** | **0.0%** | +| Scientific | 88.1% | 86.4% | 76.3% | 61.0% | 83.1% | 84.7% | 49.2% | **44.1%** | +| **Overall** | 40.03% | 42.18% | 61.84% | 61.69% | 40.89% | 42.90% | 79.77% | **80.92%** | + +Key observations: + +- **Report** remains the hardest label across all 8 variants. Even the best configuration (Large OCR + center) still misclassifies 55.6% of reports — the worst per-label error in the entire experiment, and a gap of roughly 35 pp below the next-worst class (Scientific at 44.1%). +- **Large + center hurts Memo and News.** Adding centering to the Large (no OCR) variant degrades Memo from 31.5% to 46.9% and News from 15.9% to 27.3%. This is consistent with mean-centering shifting clusters in a way that benefits the linear probe (Clf Acc jumps from 46.5% to 74.9%) but disrupts neighbourhood structure for certain classes. OCR injection eliminates this issue. +- **Resume is perfectly retrieved by Large OCR** regardless of centering. The structured layout plus distinctive section keywords in OCR text fully separate it from all other classes. +- **Base and Base OCR are interchangeable** — their per-label error rates are nearly identical. The Base model's image-only features and Base OCR's image+text features produce the same quality embedding space without the larger model capacity needed to exploit the text signal. + +--- + +### D — Two-Stage Report ↔ Scientific Classifier + +Stage 1: kNN@1 top-1 retrieval. Stage 2: when Stage 1 predicts Report or Scientific, override with a binary SVC RBF re-ranker. + +| Model | Stage 1 kNN@1 | Stage 2 SVC | Δ Acc | Δ F1 | Overrides | +|---|---|---|---|---|---| +| LayoutLMv3 Base | 40.03% | 40.32% | +0.29% | +0.30% | 118 | +| LayoutLMv3 Large | 61.84% | 62.27% | +0.43% | +0.37% | 84 | +| LayoutLMv3 Base OCR | 40.89% | 41.18% | +0.29% | +0.33% | 108 | +| LayoutLMv3 Large OCR | 79.77% | 80.20% | +0.43% | +0.46% | 77 | + +Per-class breakdown (all variants): + +**LayoutLMv3 Base** + +| Class | Stage 1 kNN@1 | Stage 2 SVC | Delta | +|---|---|---|---| +| Report | 8/54 (14.8%) | 8/54 (14.8%) | +0 | +| Scientific | 7/59 (11.9%) | 9/59 (15.3%) | +2 | + +**LayoutLMv3 Large** + +| Class | Stage 1 kNN@1 | Stage 2 SVC | Delta | +|---|---|---|---| +| Report | 10/54 (18.5%) | 11/54 (20.4%) | +1 | +| Scientific | 14/59 (23.7%) | 16/59 (27.1%) | +2 | + +**LayoutLMv3 Base OCR** + +| Class | Stage 1 kNN@1 | Stage 2 SVC | Delta | +|---|---|---|---| +| Report | 7/54 (13.0%) | 7/54 (13.0%) | +0 | +| Scientific | 10/59 (16.9%) | 12/59 (20.3%) | +2 | + +**LayoutLMv3 Large OCR** + +| Class | Stage 1 kNN@1 | Stage 2 SVC | Delta | +|---|---|---|---| +| Report | 16/54 (29.6%) | 16/54 (29.6%) | +0 | +| Scientific | 30/59 (50.8%) | 33/59 (55.9%) | +3 | + +The two-stage classifier adds a consistent but small gain (+0.29–0.43% Acc) across all variants. The Stage 2 improvement concentrates on Scientific (not Report): for Large OCR, Scientific improves by 3 samples while Report is unchanged. This reflects the fundamental failure mode — Report embeddings scatter so widely that the binary SVC cannot cleanly separate them from the large number of non-Report documents that Stage 1 routes through it. The two-stage approach is a valid low-cost inference-time improvement but is insufficient to address the Report embedding problem on its own. + +--- + +## 5. Best Results Summary + +| Model | Best Variant | kNN@1 | kNN@5 | Clf Acc | Clf F1 | +|---|---|---|---|---|---| +| LayoutLMv3 Base | Base OCR + center | 42.90% | 40.75% | 52.65% | 51.13% | +| LayoutLMv3 Large | Large OCR + center | **80.92%** | **82.21%** | **84.51%** | **84.31%** | + +### Overall Best + +**Overall best configuration: LayoutLMv3 Large OCR + mean-centering** +**Clf Acc: 84.51% · kNN@1: 80.92% · kNN@5: 82.21%** +>rank 11th by kNN@1 + +The critical finding of this benchmark is the compound effect of two individually simple interventions: (1) use the Large model with OCR text enabled (+39.74 pp kNN@1 over Base), and (2) apply mean-centering to the resulting embeddings (+26.69 pp Clf Acc). Neither intervention requires any training data beyond the embedding index itself. The remaining error budget is dominated by Report (55.6% error even at best) and Scientific (44.1%), which will require contrastive fine-tuning or ensemble methods to address. diff --git a/tabacco3482_benchmarks/model_registry.txt b/tabacco3482_benchmarks/model_registry.txt index d543e198a135d07a3df4bbd18504c42d5e3fbf99..a741e2f8d714681b731abe326d30a6b67594c6e0 100644 --- a/tabacco3482_benchmarks/model_registry.txt +++ b/tabacco3482_benchmarks/model_registry.txt @@ -8,7 +8,7 @@ Metrics: - knn_retrieval_accuracy ============================================================================================================== -Models (15) +Models (17) ============================================================================================================== [1] SigLIP Base (patch16-224) @@ -129,4 +129,22 @@ Family : dit Model ID : microsoft/dit-large Batch Size : 32 Description : DiT ViT-L variant, larger capacity, same IIT-CDIP pretraining. -Notes : Tested with PCA post-processing sweep. \ No newline at end of file +Notes : Tested with PCA post-processing sweep. + +[16] LayoutLMv3 Base +-------------------------------------------------------------------------------------------------------------- +Family : layoutlmv3 +Model ID : microsoft/layoutlmv3-base +Batch Size : 32 +Description : LayoutLMv3 ViT-B pretrained on IIT-CDIP with text, layout, and image alignment. Document- +specific multimodal encoder. +Notes : Requires pixel_values only for vision embedding — no OCR input needed for this benchmark. + +[17] LayoutLMv3 Large +-------------------------------------------------------------------------------------------------------------- +Family : layoutlmv3 +Model ID : microsoft/layoutlmv3-large +Batch Size : 16 +Description : LayoutLMv3 ViT-L pretrained on IIT-CDIP with text, layout, and image alignment. Larger capacity +document-specific multimodal encoder. +Notes : Requires pixel_values only for vision embedding — no OCR input needed for this benchmark. \ No newline at end of file diff --git a/tabacco3482_benchmarks/results/benchmark_summary.json b/tabacco3482_benchmarks/results/benchmark_summary.json index 10a42a9c03e877197f5990cd7bd22c5dc44ddba9..690593e7669b3352b4f9ff6508900f46319d66b2 100644 --- a/tabacco3482_benchmarks/results/benchmark_summary.json +++ b/tabacco3482_benchmarks/results/benchmark_summary.json @@ -1,5 +1,5 @@ { - "benchmark": "Image Embedding Benchmark — Tobacco-3482", + "benchmark": "Image Embedding Benchmark \u00e2\u20ac\u201d Tobacco-3482", "dataset": "maveriq/tobacco3482", "split": "80/20 train/test, seed=42", "metrics": { @@ -12,7 +12,7 @@ "compressed_dim": "PCA output dimension after post-processing (null = raw embeddings)", "num_params_M": "Total model parameters in millions" }, - "models_completed": 20, + "models_completed": 30, "results": [ { "display_name": "SigLIP SO400M (patch14-384) + postprocess", @@ -35,12 +35,12 @@ "family": "siglip", "model_id": "google/siglip-so400m-patch14-384", "batch_size": 16, - "description": "SigLIP 400M-param 'Shape-Optimised' variant, 14×14 patches, 384px.", + "description": "SigLIP 400M-param 'Shape-Optimised' variant, 14\u00c3\u201414 patches, 384px.", "notes": "Largest SigLIP variant; higher resolution boosts doc-image detail.", "clf_accuracy": 0.898135, "f1_score": 0.896892, "knn_top1": 0.866571, - "knn_top5": 0.869440, + "knn_top5": 0.86944, "embed_time_s": 664.2, "embed_dim": 1152, "compressed_dim": null, @@ -67,7 +67,7 @@ "family": "siglip", "model_id": "google/siglip2-so400m-patch14-384", "batch_size": 16, - "description": "SigLIP 2 SO400M — largest variant, 384px. Best candidate for document images.", + "description": "SigLIP 2 SO400M \u00e2\u20ac\u201d largest variant, 384px. Best candidate for document images.", "notes": "Top SigLIP 2 model; also tested with PCA post-processing.", "clf_accuracy": 0.883788, "f1_score": 0.882987, @@ -110,22 +110,6 @@ "compressed_dim": 256, "num_params_M": 252.0 }, - { - "display_name": "ModernVBERT Bi", - "family": "modernvbert", - "model_id": "ModernVBERT/bimodernvbert", - "batch_size": null, - "description": "", - "notes": "", - "clf_accuracy": 0.8479197, - "f1_score": 0.847496, - "knn_top1": 0.817791, - "knn_top5": 0.807747, - "embed_time_s": 1999.24, - "embed_dim": 768, - "compressed_dim": null, - "num_params_M": 252.0 - }, { "display_name": "ModernVBERT Bi + postprocess", "family": "modernvbert", @@ -165,10 +149,10 @@ "batch_size": null, "description": "", "notes": "", - "clf_accuracy": 0.847920, + "clf_accuracy": 0.84792, "f1_score": 0.845979, "knn_top1": 0.750359, - "knn_top5": 0.796270, + "knn_top5": 0.79627, "embed_time_s": 273.83, "embed_dim": 1024, "compressed_dim": 64, @@ -179,9 +163,9 @@ "family": "siglip", "model_id": "google/siglip-large-patch16-256", "batch_size": 32, - "description": "SigLIP large scale, 16×16 patches, 256px input.", + "description": "SigLIP large scale, 16\u00c3\u201416 patches, 256px input.", "notes": "Mid-point in the SigLIP scale ablation.", - "clf_accuracy": 0.847920, + "clf_accuracy": 0.84792, "f1_score": 0.844032, "knn_top1": 0.817791, "knn_top5": 0.823529, @@ -190,13 +174,29 @@ "compressed_dim": null, "num_params_M": 652.2 }, + { + "display_name": "ModernVBERT Bi", + "family": "modernvbert", + "model_id": "ModernVBERT/bimodernvbert", + "batch_size": null, + "description": "", + "notes": "", + "clf_accuracy": 0.8479197, + "f1_score": 0.847496, + "knn_top1": 0.817791, + "knn_top5": 0.807747, + "embed_time_s": 1999.24, + "embed_dim": 768, + "compressed_dim": null, + "num_params_M": 252.0 + }, { "display_name": "SigLIP Base (patch16-224)", "family": "siglip", "model_id": "google/siglip-base-patch16-224", "batch_size": 64, - "description": "SigLIP base scale, 16×16 patches, 224px input. Sigmoid-loss VLM.", - "notes": "Smallest SigLIP — fast baseline for scale ablation.", + "description": "SigLIP base scale, 16\u00c3\u201416 patches, 224px input. Sigmoid-loss VLM.", + "notes": "Smallest SigLIP \u00e2\u20ac\u201d fast baseline for scale ablation.", "clf_accuracy": 0.842181, "f1_score": 0.838298, "knn_top1": 0.776184, @@ -245,7 +245,7 @@ "batch_size": 64, "description": "SigLIP 2 base: adds self-distillation + masked prediction on top of sigmoid loss.", "notes": "Upgraded SigLIP; same size as SigLIP Base but better objectives.", - "clf_accuracy": 0.820660, + "clf_accuracy": 0.82066, "f1_score": 0.814655, "knn_top1": 0.743185, "knn_top5": 0.747489, @@ -259,7 +259,7 @@ "family": "clip", "model_id": "openai/clip-vit-base-patch32", "batch_size": 64, - "description": "OpenAI CLIP ViT-B/32, 32×32 patches, 224px. Contrastive VLM.", + "description": "OpenAI CLIP ViT-B/32, 32\u00c3\u201432 patches, 224px. Contrastive VLM.", "notes": "Direct predecessor to SigLIP 2; shows how far the field has moved.", "clf_accuracy": 0.813486, "f1_score": 0.809796, @@ -277,7 +277,7 @@ "batch_size": null, "description": "", "notes": "", - "clf_accuracy": 0.796270, + "clf_accuracy": 0.79627, "f1_score": 0.790929, "knn_top1": 0.715925, "knn_top5": 0.730273, @@ -286,22 +286,6 @@ "compressed_dim": 256, "num_params_M": 86.6 }, - { - "display_name": "DINOv2 Base", - "family": "dinov2", - "model_id": "facebook/dinov2-base", - "batch_size": 64, - "description": "Self-supervised ViT-B trained with DINO v2 — no text labels during pretraining.", - "notes": "Vision-only encoder; interesting because it never saw text/labels.", - "clf_accuracy": 0.740316, - "f1_score": 0.733039, - "knn_top1": 0.688666, - "knn_top5": 0.715925, - "embed_time_s": 226.03, - "embed_dim": 768, - "compressed_dim": null, - "num_params_M": 86.6 - }, { "display_name": "DiT Large + postprocess", "family": "dit", @@ -318,6 +302,22 @@ "compressed_dim": 512, "num_params_M": 303.3 }, + { + "display_name": "LayoutLMv3 Large + postprocess", + "family": "layoutlmv3", + "model_id": "microsoft/layoutlmv3-large", + "batch_size": 16, + "description": "", + "notes": "", + "clf_accuracy": 0.758967, + "f1_score": 0.746173, + "knn_top1": 0.601148, + "knn_top5": 0.69297, + "embed_time_s": 294.76, + "embed_dim": 1024, + "compressed_dim": 256, + "num_params_M": 356.0 + }, { "display_name": "DiT Base + postprocess", "family": "dit", @@ -334,6 +334,38 @@ "compressed_dim": 256, "num_params_M": 85.8 }, + { + "display_name": "LayoutLMv3 Large + postprocess - center only", + "family": "layoutlmv3", + "model_id": "microsoft/layoutlmv3-large", + "batch_size": 16, + "description": "", + "notes": "", + "clf_accuracy": 0.748924, + "f1_score": 0.741742, + "knn_top1": 0.61693, + "knn_top5": 0.657102, + "embed_time_s": 294.76, + "embed_dim": 1024, + "compressed_dim": null, + "num_params_M": 356.0 + }, + { + "display_name": "DINOv2 Base", + "family": "dinov2", + "model_id": "facebook/dinov2-base", + "batch_size": 64, + "description": "Self-supervised ViT-B trained with DINO v2 \u00e2\u20ac\u201d no text labels during pretraining.", + "notes": "Vision-only encoder; interesting because it never saw text/labels.", + "clf_accuracy": 0.740316, + "f1_score": 0.733039, + "knn_top1": 0.688666, + "knn_top5": 0.715925, + "embed_time_s": 226.03, + "embed_dim": 768, + "compressed_dim": null, + "num_params_M": 86.6 + }, { "display_name": "DiT Large", "family": "dit", @@ -355,10 +387,10 @@ "family": "dit", "model_id": "microsoft/dit-base", "batch_size": 64, - "description": "Document Image Transformer (ViT-B) pretrained on IIT-CDIP — doc-specific.", + "description": "Document Image Transformer (ViT-B) pretrained on IIT-CDIP \u00e2\u20ac\u201d doc-specific.", "notes": "Most domain-relevant model; pretrained on 42M scanned documents.", "clf_accuracy": 0.635581, - "f1_score": 0.611110, + "f1_score": 0.61111, "knn_top1": 0.599713, "knn_top5": 0.615495, "embed_time_s": 216.22, @@ -371,7 +403,7 @@ "family": "modernvbert", "model_id": "ModernVBERT/modernvbert", "batch_size": 8, - "description": "ModernVBERT trained with MLM only — no contrastive objective.", + "description": "ModernVBERT trained with MLM only \u00e2\u20ac\u201d no contrastive objective.", "notes": "Expected lowest scores; serves as training-objective baseline.", "clf_accuracy": 0.622669, "f1_score": 0.608181, @@ -381,6 +413,86 @@ "embed_dim": 768, "compressed_dim": null, "num_params_M": 252.0 + }, + { + "display_name": "LayoutLMv3 Large + OCR", + "family": "layoutlmv3", + "model_id": "microsoft/layoutlmv3-large", + "batch_size": 8, + "description": "", + "notes": "", + "clf_accuracy": 0.578192, + "f1_score": 0.487907, + "knn_top1": 0.797704, + "knn_top5": 0.784792, + "embed_time_s": 3566.93, + "embed_dim": 1024, + "compressed_dim": null, + "num_params_M": 356.0 + }, + { + "display_name": "LayoutLMv3 Base + postprocess", + "family": "layoutlmv3", + "model_id": "microsoft/layoutlmv3-base", + "batch_size": 32, + "description": "", + "notes": "", + "clf_accuracy": 0.499283, + "f1_score": 0.490418, + "knn_top1": 0.413199, + "knn_top5": 0.45911, + "embed_time_s": 225.41, + "embed_dim": 768, + "compressed_dim": 256, + "num_params_M": 125.3 + }, + { + "display_name": "LayoutLMv3 Large", + "family": "layoutlmv3", + "model_id": "microsoft/layoutlmv3-large", + "batch_size": 16, + "description": "", + "notes": "", + "clf_accuracy": 0.464849, + "f1_score": 0.376567, + "knn_top1": 0.618364, + "knn_top5": 0.631277, + "embed_time_s": 294.76, + "embed_dim": 1024, + "compressed_dim": null, + "num_params_M": 356.0 + }, + { + "display_name": "LayoutLMv3 Base", + "family": "layoutlmv3", + "model_id": "microsoft/layoutlmv3-base", + "batch_size": 32, + "description": "", + "notes": "", + "clf_accuracy": 0.411765, + "f1_score": 0.362647, + "knn_top1": 0.400287, + "knn_top5": 0.424677, + "embed_time_s": 225.41, + "embed_dim": 768, + "compressed_dim": null, + "num_params_M": 125.3 + }, + { + "display_name": "LayoutLMv3 Base + OCR", + "family": "layoutlmv3", + "model_id": "microsoft/layoutlmv3-base", + "batch_size": 8, + "description": "", + "notes": "", + "clf_accuracy": 0.400287, + "f1_score": 0.355152, + "knn_top1": 0.408895, + "knn_top5": 0.417504, + "embed_time_s": 3566.15, + "embed_dim": 768, + "compressed_dim": null, + "num_params_M": 125.3 } ] } \ No newline at end of file diff --git a/tabacco3482_benchmarks/results/model_registry.json b/tabacco3482_benchmarks/results/model_registry.json index 700d5d0f4268f79d3461d2271859473d060f5650..70b2c43029def546b1aa2400e1526e23eb592285 100644 --- a/tabacco3482_benchmarks/results/model_registry.json +++ b/tabacco3482_benchmarks/results/model_registry.json @@ -124,6 +124,22 @@ "batch_size": 32, "description": "DiT ViT-L variant, larger capacity, same IIT-CDIP pretraining.", "notes": "Tested with PCA post-processing sweep." + }, + { + "display_name": "LayoutLMv3 Base", + "family": "layoutlmv3", + "model_id": "microsoft/layoutlmv3-base", + "batch_size": 32, + "description": "LayoutLMv3 ViT-B pretrained on IIT-CDIP with text, layout, and image alignment. Document-specific multimodal encoder.", + "notes": "Requires pixel_values only for vision embedding \u2014 no OCR input needed for this benchmark." + }, + { + "display_name": "LayoutLMv3 Large", + "family": "layoutlmv3", + "model_id": "microsoft/layoutlmv3-large", + "batch_size": 16, + "description": "LayoutLMv3 ViT-L pretrained on IIT-CDIP with text, layout, and image alignment. Larger capacity document-specific multimodal encoder.", + "notes": "Requires pixel_values only for vision embedding \u2014 no OCR input needed for this benchmark." } ] } \ No newline at end of file diff --git a/tabacco3482_benchmarks/results/recommendation_attempts/attempts.json b/tabacco3482_benchmarks/results/recommendation_attempts/attempts.json new file mode 100644 index 0000000000000000000000000000000000000000..86b3692d44402bd1c792faca1c8524751119f18b --- /dev/null +++ b/tabacco3482_benchmarks/results/recommendation_attempts/attempts.json @@ -0,0 +1,802 @@ +{ + "F \u2014 Two-Stage Report\u2194Scientific": { + "recommendation": "F. Post-processing \u2014 Two-stage classifier for Report \u2194 Scientific", + "date": "2026-04-23 16:05", + "config": { + "stage1": "kNN cosine top-1", + "stage2": "LogisticRegression binary (Report vs Scientific)", + "override_when": "stage1 predicts Report OR Scientific" + }, + "results": { + "SigLIP2 SO400M": { + "baseline_acc": 0.8436154949784792, + "baseline_f1": 0.8408131154340227, + "stage2_acc": 0.8507890961262554, + "stage2_f1": 0.8488462826128547, + "delta_acc": 0.00717360114777621, + "delta_f1": 0.008033167178831957, + "n_overrides": 97, + "per_class": { + "Report": { + "total": 54, + "stage1_correct": 30, + "stage2_correct": 34 + }, + "Scientific": { + "total": 59, + "stage1_correct": 38, + "stage2_correct": 39 + } + } + }, + "ModernVBERT Bi": { + "baseline_acc": 0.8177905308464849, + "baseline_f1": 0.8096908626422543, + "stage2_acc": 0.8206599713055954, + "stage2_f1": 0.8109691043055174, + "delta_acc": 0.0028694404591105283, + "delta_f1": 0.0012782416632630689, + "n_overrides": 80, + "per_class": { + "Report": { + "total": 54, + "stage1_correct": 16, + "stage2_correct": 14 + }, + "Scientific": { + "total": 59, + "stage1_correct": 38, + "stage2_correct": 42 + } + } + } + } + }, + "D \u2014 Two-Stage Report\u2194Scientific 2": { + "recommendation": "D. Post-processing \u2014 Two-stage classifier for Report \u2194 Scientific", + "date": "2026-04-23 16:07", + "config": { + "stage1": "kNN cosine top-1", + "stage2": "SVC binary RBF kernel (Report vs Scientific)", + "override_when": "stage1 predicts Report OR Scientific" + }, + "results": { + "SigLIP2 SO400M": { + "baseline_acc": 0.8436154949784792, + "baseline_f1": 0.8408131154340227, + "stage2_acc": 0.8522238163558106, + "stage2_f1": 0.8504434240004726, + "delta_acc": 0.008608321377331363, + "delta_f1": 0.009630308566449863, + "n_overrides": 97, + "per_class": { + "Report": { + "total": 54, + "stage1_correct": 30, + "stage2_correct": 34 + }, + "Scientific": { + "total": 59, + "stage1_correct": 38, + "stage2_correct": 40 + } + } + }, + "ModernVBERT Bi": { + "baseline_acc": 0.8177905308464849, + "baseline_f1": 0.8096908626422543, + "stage2_acc": 0.8263988522238164, + "stage2_f1": 0.8188488077486428, + "delta_acc": 0.008608321377331474, + "delta_f1": 0.009157945106388454, + "n_overrides": 80, + "per_class": { + "Report": { + "total": 54, + "stage1_correct": 16, + "stage2_correct": 17 + }, + "Scientific": { + "total": 59, + "stage1_correct": 38, + "stage2_correct": 43 + } + } + } + } + }, + "E \u2014 SupCon Fine-tuning": { + "recommendation": "E. Training Objective \u2014 Domain fine-tuning with SupCon loss", + "date": "2026-04-23 17:38", + "config": { + "model": "SigLIP2 SO400M", + "epochs": 5, + "batch_size": 4, + "lr": 1e-05, + "temperature": 0.07, + "unfreeze_blocks": 2, + "finetune_split": "50% stratified", + "loss_history": [ + 0.29807184383213914, + 0.18167719546938482, + 0.20002481104617392, + 0.1627352678238278, + 0.11455042796132116 + ] + }, + "results": { + "Baseline (CLS+center)": { + "knn1": 0.8550932568149211, + "knn5": 0.8550932568149211, + "clf_acc": 0.8895265423242468 + }, + "Fine-tuned (SupCon 50% FT)": { + "knn1": 0.9067431850789096, + "knn5": 0.9053084648493543, + "clf_acc": 0.9167862266857962 + } + }, + "delta": { + "knn1": 0.05164992826398851, + "knn5": 0.050215208034433245, + "clf": 0.027259684361549463 + } + }, + "A \u2014 Mean-Centering": { + "recommendation": "A. Post-processing \u2014 Mean-centering embeddings", + "date": "2026-04-23 17:49", + "config": { + "method": "postprocess_center_only" + }, + "results": { + "SigLIP2 SO400M": { + "base_clf": 0.8837876614060258, + "base_knn1": 0.8436154949784792, + "base_knn5": 0.8637015781922525, + "cent_clf": 0.8895265423242468, + "cent_knn1": 0.8550932568149211, + "cent_knn5": 0.8479196556671449, + "delta_clf": 0.0057388809182209455, + "delta_knn1": 0.011477761836441891, + "delta_knn5": -0.015781922525107572 + }, + "ModernVBERT Bi": { + "base_clf": 0.8479196556671449, + "base_knn1": 0.8177905308464849, + "base_knn5": 0.8020086083213773, + "cent_clf": 0.8565279770444764, + "cent_knn1": 0.8335724533715926, + "cent_knn5": 0.8378766140602583, + "delta_clf": 0.008608321377331474, + "delta_knn1": 0.015781922525107683, + "delta_knn5": 0.03586800573888094 + } + } + }, + "B \u2014 CLS+Patch Pooling": { + "recommendation": "B. 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Analysis \u2014 Per-label kNN@1 Acc error rate across LayoutLMv3 variants", + "date": "2026-04-27 17:46", + "config": { + "focus_threshold": ">=10% error in at least one variant" + }, + "overall_knn1_acc": { + "Base": 0.40028694404591103, + "Base + center": 0.4218077474892396, + "Large": 0.6183644189383071, + "Large + center": 0.6169296987087518, + "Base OCR": 0.40889526542324245, + "Base OCR + center": 0.42898134863701576, + "Large OCR": 0.7977044476327116, + "Large OCR + center": 0.8091822094691535 + }, + "per_label_errors": { + "ADVE": { + "Base": 0.4348, + "Base + center": 0.3913, + "Large": 0.1957, + "Large + center": 0.1522, + "Base OCR": 0.4348, + "Base OCR + center": 0.413, + "Large OCR": 0.1087, + "Large OCR + center": 0.0435 + }, + "Email": { + "Base": 0.1652, + "Base + center": 0.1739, + "Large": 0.113, + "Large + center": 0.0609, + "Base OCR": 0.2, + "Base OCR + center": 0.1652, + "Large OCR": 0.0435, + "Large OCR + center": 0.0261 + }, + "Form": { + "Base": 0.6835, + "Base + center": 0.6582, + "Large": 0.3797, + "Large + center": 0.3671, + "Base OCR": 0.7089, + "Base OCR + center": 0.6076, + "Large OCR": 0.1646, + "Large OCR + center": 0.1646 + }, + "Letter": { + "Base": 0.7105, + "Base + center": 0.6754, + "Large": 0.4211, + "Large + center": 0.4649, + "Base OCR": 0.7281, + "Base OCR + center": 0.7018, + "Large OCR": 0.2368, + "Large OCR + center": 0.2544 + }, + "Memo": { + "Base": 0.5923, + "Base + center": 0.5462, + "Large": 0.3154, + "Large + center": 0.4692, + "Base OCR": 0.5538, + "Base OCR + center": 0.5692, + "Large OCR": 0.1154, + "Large OCR + center": 0.1615 + }, + "News": { + "Base": 0.6136, + "Base + center": 0.5909, + "Large": 0.1591, + "Large + center": 0.2727, + "Base OCR": 0.5227, + "Base OCR + center": 0.5682, + "Large OCR": 0.0682, + "Large OCR + center": 0.1136 + }, + "Note": { + "Base": 0.7812, + "Base + center": 0.7812, + "Large": 0.5, + "Large + center": 0.25, + "Base OCR": 0.6875, + "Base OCR + center": 0.6875, + "Large OCR": 0.1875, + "Large OCR + center": 0.125 + }, + "Report": { + "Base": 0.8519, + "Base + center": 0.8519, + "Large": 0.8148, + "Large + center": 0.7593, + "Base OCR": 0.8704, + "Base OCR + center": 0.8148, + "Large OCR": 0.7037, + "Large OCR + center": 0.5556 + }, + "Resume": { + "Base": 0.7083, + "Base + center": 0.7083, + "Large": 0.5417, + "Large + center": 0.5417, + "Base OCR": 0.7083, + "Base OCR + center": 0.7083, + "Large OCR": 0.0, + "Large OCR + center": 0.0 + }, + "Scientific": { + "Base": 0.8814, + "Base + center": 0.8644, + "Large": 0.7627, + "Large + center": 0.6102, + "Base OCR": 0.8305, + "Base OCR + center": 0.8475, + "Large OCR": 0.4915, + "Large OCR + center": 0.4407 + } + } + }, + "D \u2014 Query Expansion Sweep (LayoutLMv3)": { + "recommendation": "D. Post-processing \u2014 Query Expansion sweep (LayoutLMv3)", + "date": "2026-04-27 17:46", + "config": { + "n_expand_sweep": [ + 1, + 3, + 5, + 10 + ] + }, + "results": { + "Base": { + "baseline_knn1_acc": 0.40028694404591103, + "baseline_knn5_acc": 0.4246771879483501, + "qe_knn1_acc": 0.40028694404591103, + "qe_knn5_acc": 0.3916786226685796, + "delta_knn1": 0.0, + "delta_knn5": -0.032998565279770464, + "best_n": 1 + }, + "Base + center": { + "baseline_knn1_acc": 0.4218077474892396, + "baseline_knn5_acc": 0.3916786226685796, + "qe_knn1_acc": 0.4218077474892396, + "qe_knn5_acc": 0.4146341463414634, + "delta_knn1": 0.0, + "delta_knn5": 0.022955523672883782, + "best_n": 1 + }, + "Large": { + "baseline_knn1_acc": 0.6183644189383071, + "baseline_knn5_acc": 0.6470588235294118, + "qe_knn1_acc": 0.6183644189383071, + "qe_knn5_acc": 0.6312769010043041, + "delta_knn1": 0.0, + "delta_knn5": -0.015781922525107683, + "best_n": 1 + }, + "Large + center": { + "baseline_knn1_acc": 0.6169296987087518, + "baseline_knn5_acc": 0.6441893830703013, + "qe_knn1_acc": 0.6169296987087518, + "qe_knn5_acc": 0.6384505021520803, + "delta_knn1": 0.0, + "delta_knn5": -0.0057388809182209455, + "best_n": 1 + }, + "Base OCR": { + "baseline_knn1_acc": 0.40889526542324245, + "baseline_knn5_acc": 0.42037302725968434, + "qe_knn1_acc": 0.40889526542324245, + "qe_knn5_acc": 0.3916786226685796, + "delta_knn1": 0.0, + "delta_knn5": -0.028694404591104727, + "best_n": 1 + }, + "Base OCR + center": { + "baseline_knn1_acc": 0.42898134863701576, + "baseline_knn5_acc": 0.40746054519368724, + "qe_knn1_acc": 0.42898134863701576, + "qe_knn5_acc": 0.41750358680057387, + "delta_knn1": 0.0, + "delta_knn5": 0.010043041606886627, + "best_n": 1 + }, + "Large OCR": { + "baseline_knn1_acc": 0.7977044476327116, + "baseline_knn5_acc": 0.7919655667144907, + "qe_knn1_acc": 0.7977044476327116, + "qe_knn5_acc": 0.7890961262553802, + "delta_knn1": 0.0, + "delta_knn5": -0.0028694404591105283, + "best_n": 1 + }, + "Large OCR + center": { + "baseline_knn1_acc": 0.8091822094691535, + "baseline_knn5_acc": 0.8220946915351507, + "qe_knn1_acc": 0.8091822094691535, + "qe_knn5_acc": 0.7919655667144907, + "delta_knn1": 0.0, + "delta_knn5": -0.03012912482065999, + "best_n": 1 + } + } + }, + "F \u2014 Two-Stage Report\u2194Scientific (LayoutLMv3)": { + "recommendation": "F. Post-processing \u2014 Two-stage classifier Report\u2194Scientific (LayoutLMv3)", + "date": "2026-04-27 17:46", + "config": { + "stage1": "kNN@1 cosine (baseline)", + "stage2": "SVC binary RBF kernel (Report vs Scientific)", + "override_when": "stage1 predicts Report OR Scientific" + }, + "results": { + "LayoutLMv3 Base": { + "baseline_knn1_acc": 0.40028694404591103, + "baseline_f1": 0.40240297142885195, + "stage2_svc_acc": 0.4031563845050215, + "stage2_f1": 0.4053608700275411, + "delta_acc": 0.0028694404591104727, + "delta_f1": 0.002957898598689168, + "n_overrides": 118, + "per_class": { + "Report": { + "total": 54, + "stage1_knn1_correct": 8, + "stage2_svc_correct": 8 + }, + "Scientific": { + "total": 59, + "stage1_knn1_correct": 7, + "stage2_svc_correct": 9 + } + } + }, + "LayoutLMv3 Large": { + "baseline_knn1_acc": 0.6183644189383071, + "baseline_f1": 0.6157106173411375, + "stage2_svc_acc": 0.6226685796269728, + "stage2_f1": 0.6193915713262212, + "delta_acc": 0.004304160688665681, + "delta_f1": 0.0036809539850837236, + "n_overrides": 84, + "per_class": { + "Report": { + "total": 54, + "stage1_knn1_correct": 10, + "stage2_svc_correct": 11 + }, + "Scientific": { + "total": 59, + "stage1_knn1_correct": 14, + "stage2_svc_correct": 16 + } + } + }, + "LayoutLMv3 Base OCR": { + "baseline_knn1_acc": 0.40889526542324245, + "baseline_f1": 0.4115591419183075, + "stage2_svc_acc": 0.4117647058823529, + "stage2_f1": 0.4148228193570208, + "delta_acc": 0.0028694404591104727, + "delta_f1": 0.0032636774387133083, + "n_overrides": 108, + "per_class": { + "Report": { + "total": 54, + "stage1_knn1_correct": 7, + "stage2_svc_correct": 7 + }, + "Scientific": { + "total": 59, + "stage1_knn1_correct": 10, + "stage2_svc_correct": 12 + } + } + }, + "LayoutLMv3 Large OCR": { + "baseline_knn1_acc": 0.7977044476327116, + "baseline_f1": 0.7900309977035235, + "stage2_svc_acc": 0.8020086083213773, + "stage2_f1": 0.7946405159597628, + "delta_acc": 0.004304160688665681, + "delta_f1": 0.004609518256239342, + "n_overrides": 77, + "per_class": { + "Report": { + "total": 54, + "stage1_knn1_correct": 16, + "stage2_svc_correct": 16 + }, + "Scientific": { + "total": 59, + "stage1_knn1_correct": 30, + "stage2_svc_correct": 33 + } + } + } + } + }, + "FINAL SUMMARY": { + "date": "2026-04-27 17:46", + "best_per_experiment": { + "A \u2014 Mean-Centering": { + "model_variant": "LayoutLMv3 Large OCR", + "metric": "Clf Acc (SVC)", + "accuracy": 0.8450502152080345 + }, + "C \u2014 Per-Label Error": { + "model_variant": "Large OCR + center", + "metric": "kNN@1 Acc", + "accuracy": 0.8091822094691535 + }, + "D \u2014 Query Expansion": { + "model_variant": "Large OCR + center", + "metric": "kNN@1 Acc (QE)", + "accuracy": 0.8091822094691535 + }, + "F \u2014 Two-Stage": { + "model_variant": "LayoutLMv3 Large OCR", + "metric": "SVC Acc (Stage 2)", + "accuracy": 0.8020086083213773 + } + }, + "overall_best": { + "experiment": "A \u2014 Mean-Centering", + "model_variant": "LayoutLMv3 Large OCR", + "metric": "Clf Acc (SVC)", + "accuracy": 0.8450502152080345 + } + } +} \ No newline at end of file diff --git a/tabacco3482_benchmarks/results/recommendation_attempts/attempts_summary.txt b/tabacco3482_benchmarks/results/recommendation_attempts/attempts_summary.txt new file mode 100644 index 0000000000000000000000000000000000000000..3abb1cbf723869f6637d6360e802d92d8a4a6653 --- /dev/null +++ b/tabacco3482_benchmarks/results/recommendation_attempts/attempts_summary.txt @@ -0,0 +1,196 @@ +================================================================================ +RECOMMENDATION ATTEMPTS — Tobacco-3482 +================================================================================ + +──────────────────────────────────────────────────────────────────────────────── + A — Mean-Centering + A. Post-processing — Mean-centering embeddings + Date: 2026-04-23 17:49 +──────────────────────────────────────────────────────────────────────────────── + Config: + method : postprocess_center_only + + Model Metric Baseline Result Delta + ---------------------------------------------------------------------- + SigLIP2 SO400M Clf Acc 88.38% 88.95% ▲ 0.57% + SigLIP2 SO400M kNN@1 84.36% 85.51% ▲ 1.15% + SigLIP2 SO400M kNN@5 86.37% 84.79% ▼ 1.58% + + ModernVBERT Bi Clf Acc 84.79% 85.65% ▲ 0.86% + ModernVBERT Bi kNN@1 81.78% 83.36% ▲ 1.58% + ModernVBERT Bi kNN@5 80.20% 83.79% ▲ 3.59% + + +──────────────────────────────────────────────────────────────────────────────── + B — CLS+Patch Pooling + B. Architecture — CLS + mean-patch pooling (SigLIP2) + Date: 2026-04-23 17:52 +──────────────────────────────────────────────────────────────────────────────── + Config: + pooling : CLS + mean of last-layer patch tokens + + Pooling Clf Acc kNN@1 kNN@5 + ------------------------------------------------------------ + CLS only (baseline) 88.38% 84.36% 86.37% + CLS + mean-patch 86.94% 87.09% 87.52% + CLS + patch + centering 90.53% 87.80% 88.95% + + Deltas (CLS+patch vs CLS baseline): + Clf Acc : -1.43% + kNN@1 : +2.73% + kNN@5 : +1.15% + +──────────────────────────────────────────────────────────────────────────────── + C — Per-Label Error Breakdown + C. Analysis — Per-label kNN@1 error rate across all variants + Date: 2026-04-23 17:53 +──────────────────────────────────────────────────────────────────────────────── + Config: + focus_threshold : >=10% error in at least one variant + + Overall kNN@1: + SigLIP2 CLS 84.36% + SigLIP2 CLS+ctr 85.51% + SigLIP2 CLS+patch 87.09% + SigLIP2 CLS+patch+ctr 87.80% + ModernVBERT Bi 81.78% + ModernVBERT Bi+ctr 83.36% + + Per-label error rates (labels with >=10% error): + Label SigLIP2 CLS SigLIP2 CLS+ctr SigLIP2 CLS+patch SigLIP2 CLS+patch+ctr ModernVBERT Bi ModernVBERT Bi+ctr + -------------------------------------------------------------------------------------------------------------------------------------------------------------- + ADVE 10.9% 6.5% 6.5% *2.2%* 6.5% 4.3% + Email 8.7% 11.3% *4.3%* 7.0% 8.7% 7.8% + Form 12.7% 11.4% *8.9%* *8.9%* *8.9%* *8.9%* + Letter *11.4%* 13.2% *11.4%* 13.2% 12.3% 14.9% + Memo 9.2% *6.9%* *6.9%* *6.9%* 11.5% 10.0% + News *6.8%* 11.4% 11.4% 9.1% 18.2% 27.3% + Note 34.4% 21.9% 21.9% *15.6%* 34.4% 34.4% + Report 44.4% 44.4% 48.1% *35.2%* 70.4% 55.6% + Scientific 35.6% 27.1% *25.4%* 28.8% 35.6% *25.4%* + +──────────────────────────────────────────────────────────────────────────────── + D — Query Expansion Sweep + D. Post-processing — Query Expansion sweep across all variants + Date: 2026-04-23 17:54 +──────────────────────────────────────────────────────────────────────────────── + Config: + n_expand_sweep : [1, 3, 5, 10] + + Variant Base@1 QE@1 Δ@1 Base@5 QE@5 Δ@5 best n + ------------------------------------------------------------------------------------- + SigLIP2 CLS 84.36% 84.36% =0.00% 86.37% 83.21% ▼3.16% 1 + SigLIP2 CLS+center 85.51% 85.94% ▲0.43% 84.79% 84.07% ▼0.72% 3 + ModernVBERT Bi 81.78% 81.78% =0.00% 80.20% 81.49% ▲1.29% 1 + ModernVBERT Bi+center 83.36% 83.36% =0.00% 83.79% 85.08% ▲1.29% 1 + SigLIP2 CLS+patch 87.09% 87.09% =0.00% 87.52% 85.65% ▼1.87% 1 + SigLIP2 CLS+patch+center 87.80% 88.38% ▲0.57% 88.95% 87.66% ▼1.29% 3 + +──────────────────────────────────────────────────────────────────────────────── + D — Two-Stage Report↔Scientific 2 + D. Post-processing — Two-stage classifier for Report ↔ Scientific + Date: 2026-04-23 16:07 +──────────────────────────────────────────────────────────────────────────────── + Config: + stage1 : kNN cosine top-1 + stage2 : SVC binary RBF kernel (Report vs Scientific) + override_when : stage1 predicts Report OR Scientific + + Model Base Acc Stage2 Acc Δ Acc Δ F1 Overrides + ---------------------------------------------------------------------------- + SigLIP2 SO400M 84.36% 85.22% +0.86% +0.96% 97 + Per-class: + Report Stage1: 30/54 (55.6%) Stage2: 34/54 (63.0%) Δ: +4 + Scientific Stage1: 38/59 (64.4%) Stage2: 40/59 (67.8%) Δ: +2 + ModernVBERT Bi 81.78% 82.64% +0.86% +0.92% 80 + Per-class: + Report Stage1: 16/54 (29.6%) Stage2: 17/54 (31.5%) Δ: +1 + Scientific Stage1: 38/59 (64.4%) Stage2: 43/59 (72.9%) Δ: +5 + +──────────────────────────────────────────────────────────────────────────────── + E — SupCon Fine-tuning + E. Training Objective — Domain fine-tuning with SupCon loss + Date: 2026-04-23 17:38 +──────────────────────────────────────────────────────────────────────────────── + Config: + model : SigLIP2 SO400M + epochs : 5 + batch_size : 4 + lr : 1e-05 + temperature : 0.07 + unfreeze_blocks : 2 + finetune_split : 50% stratified + loss_history : [0.2981, 0.1817, 0.2000, 0.1627, 0.1146] + + Variant kNN@1 kNN@5 Clf Acc + ------------------------------------------------------------ + Baseline (CLS+center) 85.51% 85.51% 88.95% + Fine-tuned (SupCon 50% FT) 90.67% 90.53% 91.68% + + Δ kNN@1 : +5.16% + Δ kNN@5 : +5.02% + Δ Clf : +2.73% + +──────────────────────────────────────────────────────────────────────────────── + F — Two-Stage Report↔Scientific + F. Post-processing — Two-stage classifier for Report ↔ Scientific + Date: 2026-04-23 16:05 +──────────────────────────────────────────────────────────────────────────────── + Config: + stage1 : kNN cosine top-1 + stage2 : LogisticRegression binary (Report vs Scientific) + override_when : stage1 predicts Report OR Scientific + + Model Base Acc Stage2 Acc Δ Acc Δ F1 Overrides + ---------------------------------------------------------------------------- + SigLIP2 SO400M 84.36% 85.08% +0.72% +0.80% 97 + Per-class: + Report Stage1: 30/54 (55.6%) Stage2: 34/54 (63.0%) Δ: +4 + Scientific Stage1: 38/59 (64.4%) Stage2: 39/59 (66.1%) Δ: +1 + ModernVBERT Bi 81.78% 82.07% +0.29% +0.13% 80 + Per-class: + Report Stage1: 16/54 (29.6%) Stage2: 14/54 (25.9%) Δ: -2 + Scientific Stage1: 38/59 (64.4%) Stage2: 42/59 (71.2%) Δ: +4 + +──────────────────────────────────────────────────────────────────────────────── + G — Hard-Negative Mining + C. Training Objective — Hard-negative mining (Report↔Scientific priority) + Date: 2026-04-24 11:54 +──────────────────────────────────────────────────────────────────────────────── + Config: + model : SigLIP2 SO400M + epochs : 5 + batch_size : 8 + lr : 5e-06 + temperature : 0.07 + miner : MultiSimilarityMiner(epsilon=0.1) + unfreeze_blocks : 2 + finetune_split : 50% stratified + starting_weights : pretrained + loss_history : [1.1411, 0.8039, 0.6990, 0.4402, 0.3783] + mined_pairs_total : [927, 635, 471, 327, 270] + + Variant kNN@1 kNN@5 Clf Acc + ------------------------------------------------------------ + Baseline (CLS+center) 85.51% 85.51% 88.95% + SupCon FT (Cell E) 90.67% 90.53% 91.68% + SupCon + Hard-Neg Mining (G) 92.68% 91.68% 92.54% + +================================================================================ +BEST RESULTS PER MODEL +================================================================================ + + Model Metric Best Score Source + --------------------------------------------------------------------------- + ModernVBERT Bi Clf Acc 85.65% A — Mean-Centering (ModernVBERT Bi) + kNN@1 83.36% A — Mean-Centering (ModernVBERT Bi) + kNN@5 85.08% D — Query Expansion Sweep (ModernVBERT Bi+center) + + SigLIP2 SO400M Clf Acc 92.54% G — Hard-Negative Mining (SupCon + Hard-Neg Mining (G)) + kNN@1 92.68% G — Hard-Negative Mining (SupCon + Hard-Neg Mining (G)) + kNN@5 91.68% G — Hard-Negative Mining (SupCon + Hard-Neg Mining (G)) + + +================================================================================ +END OF REPORT +================================================================================ \ No newline at end of file diff --git a/tabacco3482_benchmarks/results/results_checkpoint.json b/tabacco3482_benchmarks/results/results_checkpoint.json index f390efba4914eca74b107ad94032378c5eb1216b..01675bd4a478003f733bb5f017cfc1144a0f07b4 100644 --- a/tabacco3482_benchmarks/results/results_checkpoint.json +++ b/tabacco3482_benchmarks/results/results_checkpoint.json @@ -320,5 +320,103 @@ "compressed_dim": 512, "num_params_M": 303.3, "batch_size": 32 + }, + "LayoutLMv3 Base": { + "family": "layoutlmv3", + "model_id": "microsoft/layoutlmv3-base", + "clf_acc": 0.4117647058823529, + "f1": 0.36264689158097685, + "knn1": 0.40028694404591103, + "knn5": 0.4246771879483501, + "time": 225.4065957069397, + "postprocess": "none", + "embed_dim": 768, + "compressed_dim": null, + "num_params_M": 125.3, + "batch_size": 32 + }, + "LayoutLMv3 Large": { + "family": "layoutlmv3", + "model_id": "microsoft/layoutlmv3-large", + "clf_acc": 0.4648493543758967, + "f1": 0.3765667984213347, + "knn1": 0.6183644189383071, + "knn5": 0.6312769010043041, + "time": 294.76108479499817, + "postprocess": "none", + "embed_dim": 1024, + "compressed_dim": null, + "num_params_M": 356.0, + "batch_size": 16 + }, + "LayoutLMv3 Base + OCR": { + "family": "layoutlmv3", + "model_id": "microsoft/layoutlmv3-base", + "clf_acc": 0.40028694404591103, + "f1": 0.35515178405963915, + "knn1": 0.40889526542324245, + "knn5": 0.41750358680057387, + "time": 3566.146859884262, + "postprocess": "none", + "embed_dim": 768, + "compressed_dim": null, + "num_params_M": 125.3, + "batch_size": 8 + }, + "LayoutLMv3 Base + postprocess": { + "family": "layoutlmv3", + "model_id": "microsoft/layoutlmv3-base", + "clf_acc": 0.49928263988522237, + "f1": 0.4904184262845905, + "knn1": 0.4131994261119082, + "knn5": 0.45911047345767575, + "time": 225.4065957069397, + "postprocess": "pca_whiten_n256", + "embed_dim": 768, + "compressed_dim": 256, + "num_params_M": 125.3, + "batch_size": 32 + }, + "LayoutLMv3 Large + postprocess": { + "family": "layoutlmv3", + "model_id": "microsoft/layoutlmv3-large", + "clf_acc": 0.7589670014347202, + "f1": 0.7461732566702742, + "knn1": 0.6011477761836442, + "knn5": 0.6929698708751794, + "time": 294.76108479499817, + "postprocess": "pca_whiten_n256", + "embed_dim": 1024, + "compressed_dim": 256, + "num_params_M": 356.0, + "batch_size": 16 + }, + "LayoutLMv3 Large + postprocess - center only": { + "family": "layoutlmv3", + "model_id": "microsoft/layoutlmv3-large", + "clf_acc": 0.7489239598278336, + "f1": 0.7417423529422728, + "knn1": 0.6169296987087518, + "knn5": 0.6571018651362984, + "time": 294.76108479499817, + "postprocess": "center_only", + "embed_dim": 1024, + "compressed_dim": null, + "num_params_M": 356.0, + "batch_size": 16 + }, + "LayoutLMv3 Large + OCR": { + "family": "layoutlmv3", + "model_id": "microsoft/layoutlmv3-large", + "clf_acc": 0.5781922525107605, + "f1": 0.4879065123756678, + "knn1": 0.7977044476327116, + "knn5": 0.7847919655667145, + "time": 3566.9250934123993, + "postprocess": "none", + "embed_dim": 1024, + "compressed_dim": null, + "num_params_M": 356.0, + "batch_size": 8 } } \ No newline at end of file diff --git a/tabacco3482_benchmarks/results_checkpoint.txt b/tabacco3482_benchmarks/results_checkpoint.txt index 3aed8cd501b0c3f0f8f438dbc50fcc4d08f4d9e0..4c86fa12b42101e3561d73530921179b9f82d50e 100644 --- a/tabacco3482_benchmarks/results_checkpoint.txt +++ b/tabacco3482_benchmarks/results_checkpoint.txt @@ -345,4 +345,109 @@ postprocess : pca_whiten_n512 embed_dim : 1024 compressed : 512 params (M) : 303.3 -batch_size : 32 \ No newline at end of file +batch_size : 32 + +[24] LayoutLMv3 Base +-------------------------------------------------------------------------------------------------------------- +Family : layoutlmv3 +Model ID : microsoft/layoutlmv3-base +clf_acc : 0.4117647058823529 +f1_score : 0.36264689158097685 +knn@1 : 0.40028694404591103 +knn@5 : 0.4246771879483501 +time_s : 225.4065957069397 +postprocess : none +embed_dim : 768 +compressed : None +params (M) : 125.3 +batch_size : 32 + +[25] LayoutLMv3 Large +-------------------------------------------------------------------------------------------------------------- +Family : layoutlmv3 +Model ID : microsoft/layoutlmv3-large +clf_acc : 0.4648493543758967 +f1_score : 0.3765667984213347 +knn@1 : 0.6183644189383071 +knn@5 : 0.6312769010043041 +time_s : 294.76108479499817 +postprocess : none +embed_dim : 1024 +compressed : None +params (M) : 356.0 +batch_size : 16 + +[26] LayoutLMv3 Base + OCR +-------------------------------------------------------------------------------------------------------------- +Family : layoutlmv3 +Model ID : microsoft/layoutlmv3-base +clf_acc : 0.40028694404591103 +f1_score : 0.35515178405963915 +knn@1 : 0.40889526542324245 +knn@5 : 0.41750358680057387 +time_s : 3566.146859884262 +postprocess : none +embed_dim : 768 +compressed : None +params (M) : 125.3 +batch_size : 8 + +[27] LayoutLMv3 Base + postprocess +-------------------------------------------------------------------------------------------------------------- +Family : layoutlmv3 +Model ID : microsoft/layoutlmv3-base +clf_acc : 0.49928263988522237 +f1_score : 0.4904184262845905 +knn@1 : 0.4131994261119082 +knn@5 : 0.45911047345767575 +time_s : 225.4065957069397 +postprocess : pca_whiten_n256 +embed_dim : 768 +compressed : 256 +params (M) : 125.3 +batch_size : 32 + +[28] LayoutLMv3 Large + postprocess +-------------------------------------------------------------------------------------------------------------- +Family : layoutlmv3 +Model ID : microsoft/layoutlmv3-large +clf_acc : 0.7589670014347202 +f1_score : 0.7461732566702742 +knn@1 : 0.6011477761836442 +knn@5 : 0.6929698708751794 +time_s : 294.76108479499817 +postprocess : pca_whiten_n256 +embed_dim : 1024 +compressed : 256 +params (M) : 356.0 +batch_size : 16 + +[29] LayoutLMv3 Large + postprocess - center only +-------------------------------------------------------------------------------------------------------------- +Family : layoutlmv3 +Model ID : microsoft/layoutlmv3-large +clf_acc : 0.7489239598278336 +f1_score : 0.7417423529422728 +knn@1 : 0.6169296987087518 +knn@5 : 0.6571018651362984 +time_s : 294.76108479499817 +postprocess : center_only +embed_dim : 1024 +compressed : None +params (M) : 356.0 +batch_size : 16 + +[30] LayoutLMv3 Large + OCR +-------------------------------------------------------------------------------------------------------------- +Family : layoutlmv3 +Model ID : microsoft/layoutlmv3-large +clf_acc : 0.5781922525107605 +f1_score : 0.4879065123756678 +knn@1 : 0.7977044476327116 +knn@5 : 0.7847919655667145 +time_s : 3566.9250934123993 +postprocess : none +embed_dim : 1024 +compressed : None +params (M) : 356.0 +batch_size : 8 \ No newline at end of file