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 | { | |
| "clean": { | |
| "condition": "clean", | |
| "n": 1000, | |
| "exactPlate": 0.941, | |
| "microF1": 0.997, | |
| "msPerPlate": 0.48, | |
| "fields": { | |
| "manufacturer": { | |
| "precision": 1, | |
| "recall": 1, | |
| "f1": 1, | |
| "support": 1000 | |
| }, | |
| "type": { | |
| "precision": 1, | |
| "recall": 1, | |
| "f1": 1, | |
| "support": 1000 | |
| }, | |
| "voltage": { | |
| "precision": 1, | |
| "recall": 0.958, | |
| "f1": 0.979, | |
| "support": 1000 | |
| }, | |
| "kva": { | |
| "precision": 1, | |
| "recall": 1, | |
| "f1": 1, | |
| "support": 563 | |
| }, | |
| "phase": { | |
| "precision": 1, | |
| "recall": 1, | |
| "f1": 1, | |
| "support": 867 | |
| }, | |
| "hz": { | |
| "precision": 1, | |
| "recall": 1, | |
| "f1": 1, | |
| "support": 867 | |
| }, | |
| "model": { | |
| "precision": 1, | |
| "recall": 1, | |
| "f1": 1, | |
| "support": 1000 | |
| }, | |
| "serial": { | |
| "precision": 1, | |
| "recall": 1, | |
| "f1": 1, | |
| "support": 1000 | |
| }, | |
| "mfgDate": { | |
| "precision": 1, | |
| "recall": 1, | |
| "f1": 1, | |
| "support": 867 | |
| }, | |
| "batteryType": { | |
| "precision": 1, | |
| "recall": 1, | |
| "f1": 1, | |
| "support": 133 | |
| }, | |
| "cells": { | |
| "precision": 1, | |
| "recall": 1, | |
| "f1": 1, | |
| "support": 133 | |
| }, | |
| "batteryAh": { | |
| "precision": 0.993, | |
| "recall": 1, | |
| "f1": 0.996, | |
| "support": 133 | |
| }, | |
| "kw": { | |
| "precision": 0.992, | |
| "recall": 0.996, | |
| "f1": 0.994, | |
| "support": 235 | |
| }, | |
| "amps": { | |
| "precision": 0.991, | |
| "recall": 0.998, | |
| "f1": 0.994, | |
| "support": 428 | |
| }, | |
| "mca": { | |
| "precision": 1, | |
| "recall": 1, | |
| "f1": 1, | |
| "support": 204 | |
| }, | |
| "mocp": { | |
| "precision": 1, | |
| "recall": 1, | |
| "f1": 1, | |
| "support": 204 | |
| }, | |
| "refrigerant": { | |
| "precision": 0.991, | |
| "recall": 1, | |
| "f1": 0.996, | |
| "support": 111 | |
| }, | |
| "pf": { | |
| "precision": 1, | |
| "recall": 1, | |
| "f1": 1, | |
| "support": 108 | |
| }, | |
| "cfm": { | |
| "precision": 1, | |
| "recall": 1, | |
| "f1": 1, | |
| "support": 193 | |
| }, | |
| "uHeight": { | |
| "precision": 1, | |
| "recall": 1, | |
| "f1": 1, | |
| "support": 100 | |
| }, | |
| "powerW": { | |
| "precision": 0.943, | |
| "recall": 0.99, | |
| "f1": 0.966, | |
| "support": 100 | |
| }, | |
| "sccr": { | |
| "precision": 1, | |
| "recall": 1, | |
| "f1": 1, | |
| "support": 111 | |
| }, | |
| "enclosure": { | |
| "precision": 1, | |
| "recall": 1, | |
| "f1": 1, | |
| "support": 111 | |
| } | |
| } | |
| }, | |
| "ocr": { | |
| "condition": "ocr", | |
| "n": 1000, | |
| "exactPlate": 0.011, | |
| "microF1": 0.799, | |
| "msPerPlate": 0.49, | |
| "fields": { | |
| "manufacturer": { | |
| "precision": 1, | |
| "recall": 0.72, | |
| "f1": 0.837, | |
| "support": 1000 | |
| }, | |
| "type": { | |
| "precision": 1, | |
| "recall": 0.518, | |
| "f1": 0.682, | |
| "support": 1000 | |
| }, | |
| "voltage": { | |
| "precision": 1, | |
| "recall": 0.675, | |
| "f1": 0.806, | |
| "support": 1000 | |
| }, | |
| "kva": { | |
| "precision": 1, | |
| "recall": 0.622, | |
| "f1": 0.767, | |
| "support": 555 | |
| }, | |
| "phase": { | |
| "precision": 1, | |
| "recall": 0.94, | |
| "f1": 0.969, | |
| "support": 878 | |
| }, | |
| "hz": { | |
| "precision": 1, | |
| "recall": 0.786, | |
| "f1": 0.88, | |
| "support": 878 | |
| }, | |
| "model": { | |
| "precision": 1, | |
| "recall": 0.6, | |
| "f1": 0.75, | |
| "support": 1000 | |
| }, | |
| "serial": { | |
| "precision": 1, | |
| "recall": 0.627, | |
| "f1": 0.771, | |
| "support": 1000 | |
| }, | |
| "mfgDate": { | |
| "precision": 1, | |
| "recall": 0.321, | |
| "f1": 0.486, | |
| "support": 878 | |
| }, | |
| "uHeight": { | |
| "precision": 0.974, | |
| "recall": 0.958, | |
| "f1": 0.966, | |
| "support": 118 | |
| }, | |
| "powerW": { | |
| "precision": 0.849, | |
| "recall": 0.619, | |
| "f1": 0.716, | |
| "support": 118 | |
| }, | |
| "cfm": { | |
| "precision": 1, | |
| "recall": 0.653, | |
| "f1": 0.79, | |
| "support": 225 | |
| }, | |
| "amps": { | |
| "precision": 0.94, | |
| "recall": 0.809, | |
| "f1": 0.87, | |
| "support": 446 | |
| }, | |
| "sccr": { | |
| "precision": 1, | |
| "recall": 0.847, | |
| "f1": 0.917, | |
| "support": 124 | |
| }, | |
| "enclosure": { | |
| "precision": 1, | |
| "recall": 0.815, | |
| "f1": 0.898, | |
| "support": 124 | |
| }, | |
| "kw": { | |
| "precision": 0.994, | |
| "recall": 0.719, | |
| "f1": 0.835, | |
| "support": 221 | |
| }, | |
| "pf": { | |
| "precision": 1, | |
| "recall": 0.946, | |
| "f1": 0.972, | |
| "support": 112 | |
| }, | |
| "mca": { | |
| "precision": 1, | |
| "recall": 0.834, | |
| "f1": 0.91, | |
| "support": 205 | |
| }, | |
| "mocp": { | |
| "precision": 1, | |
| "recall": 0.707, | |
| "f1": 0.829, | |
| "support": 205 | |
| }, | |
| "refrigerant": { | |
| "precision": 0.973, | |
| "recall": 0.735, | |
| "f1": 0.837, | |
| "support": 98 | |
| }, | |
| "batteryType": { | |
| "precision": 1, | |
| "recall": 0.656, | |
| "f1": 0.792, | |
| "support": 122 | |
| }, | |
| "cells": { | |
| "precision": 1, | |
| "recall": 0.459, | |
| "f1": 0.629, | |
| "support": 122 | |
| }, | |
| "batteryAh": { | |
| "precision": 0.965, | |
| "recall": 0.672, | |
| "f1": 0.792, | |
| "support": 122 | |
| } | |
| } | |
| } | |
| } |