Image-to-Text
English
custom
ocr
document-ai
information-extraction
key-information-extraction
nameplate
nameplate-ocr
equipment-nameplate
data-center
data-centre
datacenter
mission-critical
mep
electrical
mechanical
equipment-schedule
schedule-verification
asset-register
commissioning
quality-assurance
ups
pdu
switchgear
generator
ats
transformer
busway
battery
crah
crac
chiller
cooling
server-rack
construction
aec
edge-ai
on-device
privacy-preserving
tesseract
browser
Eval Results (legacy)
Update data-centre nameplates to v2: 31 fields, 55 equipment types, extraction benchmark
2843cff verified Download eval/extraction-bench.log from constructelligence/data-centre-nameplates: direct link, hf CLI and curl.
- Browser
- Download file 2.44 kB
-
https://huggingface.co/constructelligence/data-centre-nameplates/resolve/main/eval/extraction-bench.log
- Command line
-
hf download hf://constructelligence/data-centre-nameplates/eval/extraction-bench.log
-
curl -L -o extraction-bench.log https://huggingface.co/constructelligence/data-centre-nameplates/resolve/main/eval/extraction-bench.log
2.44 kB
| CLEAN n=1000 exact-plate 94.1% micro-F1 99.7% 0.49 ms/plate | |
| powerW P 94.3 R 99.0 F1 96.6 (100) | |
| voltage P 100.0 R 95.8 F1 97.9 (1000) | |
| kw P 99.2 R 99.6 F1 99.4 (235) | |
| amps P 99.1 R 99.8 F1 99.4 (428) | |
| batteryAh P 99.3 R 100.0 F1 99.6 (133) | |
| refrigerant P 99.1 R 100.0 F1 99.6 (111) | |
| manufacturer P 100.0 R 100.0 F1 100.0 (1000) | |
| type P 100.0 R 100.0 F1 100.0 (1000) | |
| kva P 100.0 R 100.0 F1 100.0 (563) | |
| phase P 100.0 R 100.0 F1 100.0 (867) | |
| hz P 100.0 R 100.0 F1 100.0 (867) | |
| model P 100.0 R 100.0 F1 100.0 (1000) | |
| serial P 100.0 R 100.0 F1 100.0 (1000) | |
| mfgDate P 100.0 R 100.0 F1 100.0 (867) | |
| batteryType P 100.0 R 100.0 F1 100.0 (133) | |
| cells P 100.0 R 100.0 F1 100.0 (133) | |
| mca P 100.0 R 100.0 F1 100.0 (204) | |
| mocp P 100.0 R 100.0 F1 100.0 (204) | |
| pf P 100.0 R 100.0 F1 100.0 (108) | |
| cfm P 100.0 R 100.0 F1 100.0 (193) | |
| uHeight P 100.0 R 100.0 F1 100.0 (100) | |
| sccr P 100.0 R 100.0 F1 100.0 (111) | |
| enclosure P 100.0 R 100.0 F1 100.0 (111) | |
| OCR n=1000 exact-plate 1.1% micro-F1 79.9% 0.49 ms/plate | |
| mfgDate P 100.0 R 32.1 F1 48.6 (878) | |
| cells P 100.0 R 45.9 F1 62.9 (122) | |
| type P 100.0 R 51.8 F1 68.2 (1000) | |
| powerW P 84.9 R 61.9 F1 71.6 (118) | |
| model P 100.0 R 60.0 F1 75.0 (1000) | |
| kva P 100.0 R 62.2 F1 76.7 (555) | |
| serial P 100.0 R 62.7 F1 77.1 (1000) | |
| cfm P 100.0 R 65.3 F1 79.0 (225) | |
| batteryType P 100.0 R 65.6 F1 79.2 (122) | |
| batteryAh P 96.5 R 67.2 F1 79.2 (122) | |
| voltage P 100.0 R 67.5 F1 80.6 (1000) | |
| mocp P 100.0 R 70.7 F1 82.9 (205) | |
| kw P 99.4 R 71.9 F1 83.5 (221) | |
| manufacturer P 100.0 R 72.0 F1 83.7 (1000) | |
| refrigerant P 97.3 R 73.5 F1 83.7 (98) | |
| amps P 94.0 R 80.9 F1 87.0 (446) | |
| hz P 100.0 R 78.6 F1 88.0 (878) | |
| enclosure P 100.0 R 81.5 F1 89.8 (124) | |
| mca P 100.0 R 83.4 F1 91.0 (205) | |
| sccr P 100.0 R 84.7 F1 91.7 (124) | |
| uHeight P 97.4 R 95.8 F1 96.6 (118) | |
| phase P 100.0 R 94.0 F1 96.9 (878) | |
| pf P 100.0 R 94.6 F1 97.2 (112) | |